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ORCIDAMIA 2017: Washington, DC, USA
- AMIA 2017, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 4-8, 2017. AMIA 2017
Podium Abstract
- Swapna Abhyankar, Paul Schluter, Kathryn Bennett, Daniel J. Vreeman, Clement J. McDonald:
Enabling Interoperability between Healthcare Devices and EHR Systems. - Joanna Abraham, Shirley Burton, Imade Ihianle:
Applying a Process-based Framework to examine Interunit Patient Transfers. - Terrence J. Adam, Bithia Anderson, Angeline Carlson, Mahsa Salsabili, Glenn Trygstad, Stephen Schondelmeyer:
Medical Benefit Drug Claims: Assessing the NDC Documentation Gap. - Julia Adler-Milstein, A Jay Holmgren:
Advanced Use of EHRs in US Hospitals and the Emergence of a Digital "Use" Divide. - Kathleen M. Akgün, Keith Sigel, Kei Cheung, Farah Kidwai-Khan, Alex K. Bryant, Cynthia Brandt, Amy C. Justice, Kristina Crothers:
Phenotyping physiologic measurement of lung function in a large electronic health record using automated tools. - David J. Albers, Matthew E. Levine, Andrew M. Stuart, Bruce J. Gluckman, George Hripcsak:
Why predicting postprandial glucose using self-monitoring data is difficult. - Ranyah Aldekhyyel, Michael Pitt, Yan Wang, Genevieve B. Melton:
Pain Assessment Automatic Documentation Initiated by Patients and Parents: A Case Study from the University of Minnesota Masonic Children's Hospital. - Robert C. Amland, Bharat B. Sutariya:
Quick Sequential [Sepsis-related] Organ Failure Assessment (qSOFA) and St. John Sepsis Surveillance Agent to Detect Patients At-Risk of Sepsis: An Observational Cohort Study. - Laura Anzaldi, Elyse C. Lasser, Joshua Sharfstein, Hadi Kharrazi:
Identifying and Predicting Falls among Elderly Residents of Baltimore City Using Hospital Discharge Summaries and Health Information Exchange Data. - Nate C. Apathy, Joshua R. Vest, Nir Menachemi, John W. Putz, Justin Morea, Christopher A. Harle:
Differing patterns of satisfaction and perception among clinical and non-clinical users following replacement of a legacy EHR system. - Wasim Al Assad, Ivan K. Ip, Li Zhou, Ramin Khorasani:
Novel Targeting of Clinical Decision Support: Utilizing Machine Learning To Improve Provider Acceptance - Repeat Imaging as an Example. - Amelia J. Averitt, Chunhua Weng, Adler J. Perotte:
Clinical Trial Eligibility Criteria Fail to Meet Burden of Generalizability. - Renato Ferreira Leitão Azevedo, Kuangxiao Gu, Yang Zhang, Victor Sadauskas, Tarek Sakakini, Daniel G. Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Suma Bhat, Ann Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich, William Schuh:
Using Computer Agents to Explain Clinical Test Results. - L. Charles Bailey, Hanieh Razzaghi, Elizabeth R. Earley, Jeanhee Moon, Levon Utidjian, Jessica Hawkins, Christopher B. Forrest:
EHR-based Quality Measurement to Reduce Antibiotic Use in Children. - Amie D. Barda, Lingyun Shi, Andrew H. Urbach, Srinivasan Suresh, Rich Tsui:
Usability and Acceptability of a System to Identify Pediatric Patients at Risk of 30-day Hospital Readmission Prior to Discharge. - Cosmin Adrian Bejan, John Angiolillo, Douglas Conway, Robertson Nash, Jana Shirey-Rice, Loren Lipworth-Elliot, Robert M. Cronin, Jill M. Pulley, Sunil Kripalani, Shari Barkin, Kevin B. Johnson, Joshua C. Denny:
Large-Scale Text Mining of Social Determinants from Electronic Health Records: Case Studies of Homelessness and Adverse Childhood Experiences. - Onil Bhattacharyya, Arnav Shah, Lovisa Gustafsson, Kathryn Mossman, Eric Schneider:
A Digital Health Advisor for High-Need, High-Cost Patients: Exploring Needs, Functions and System Constraints. - Fabienne C. Bourgeois, Macda Gerard, Alan Fossa, Lindy Lurie, Dianne Arnold, Monique Mello, Jenny Sadler, Patricia A. Folcarelli, Sigall K. Bell:
The OpenNotes Patient and Family Reporting Tool: Engaging Patients and Families as Partners in Safety and Quality. - Michael N. Cantor:
Evaluating the Quality of Patient Address Data in an EHR system. - Kenrick Cato, Joseph D. Romano, Rami Vanguri, Nicholas P. Tatonetti:
The Use of Informatics to Reduce Disparities in Transgender Health. - Prithwish Chakraborty, Vishrawas Gopalakrishnan, Sharon Hensley Alford, Faisal Farooq:
Data-driven Risk Characterization and Prediction of Renal Failure among Diabetic Type 2 Patients using Electronic Medical Records. - David Cheng, Ashwin N. Ananthakrishnan, Tianxi Cai:
Using Electronic Health Records Data for Comparative Effectiveness Research. - Angela L. P. Chow, David C. Lye, Onyebuchi A. Arah:
Patient and physician predictors of patient receipt of empiric therapies recommended by a computerized decision support system: a cohort study. - Anuj K. Dalal, Theresa E. Fuller, Pamela M. Neri, Dominic Breuer, David W. Bates, James C. Benneyan:
Opportunities and Challenges for an Interdisciplinary Team to Guide Adoption of Technology to Dissipate Threats to Patient Safety in Real-Time. - Yu Deng, Al'ona Furmanchuk, Robert Chen, Faraz S. Ahmad, Jimeng Sun, Abel N. Kho:
Use of Clinical Phenotypes and Non-negative Tensor Factorization for Heart Failure Prediction. - Ram Dixit, Deevakar Rogith, Vidya Narayana, Mandana Salimi, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu, Todd R. Johnson:
Meeting User Needs for a Data Discovery Index of Biomedical Big Data. - Brian E. Dixon, P. Joseph Gibson, Karen Frederickson Comer, Jian Zou, Regenstrief L. Poremba, Marc B. Rosenman:
Leveraging Electronic Health Record Data for Community Health Assessment and Surveillance. - Steven K. Dobscha, Lauren M. Denneson, Maura Pisciotta, Donald S. Bourne, David Phillips-Moses, Susan Woods:
Predictors of OpenNotes use among Veterans receiving Mental Health Care. - Sherif M. El-Refai, Val R. Adams, Esther P. Black, Jeffery C. Talbert:
The Role of Chronic Inflammation as a Response Biomarker to Immune Checkpoint Inhibition in Cancer. - Hossein Estiri, Jeffrey G. Klann, Kavishwar B. Wagholikar, Shawn N. Murphy:
Applying unsupervised learning to characterize rare observations in clinical data: the DQe-p tool. - R. Scott Evans, Abdallah Kfoury, Benjamin D. Horne, Jim Lloyd, Jose Benuzillo, Kismet Rasmusson, Colleen Roberts, Donald L. Lappé:
Decision Support to Effeciently Identify Patients for Advanced Heart Failure Therapies. - Daniel J. Feller, Marissa Burgermaster, Lena Mamykina:
Using Visual Analytics and Patient-Generated Data to Support Clinical Decision-Making in the Context of Nutritional Therapy for Individuals with Diabetes. - Nicolas Fiorini, Zhiyong Lu:
New Relevance Search Algorithm for PubMed. - Eric Ford, Hadi Kharrazi:
Forecasting the Maturation of EHR Functions among US Hospitals. - Bret J. Gardner, Jay Pedersen, James R. Campbell, James C. McClay:
Creating a Computable Phenotype for Pregnancy for Clinical Research. - Per H. Gesteland, Kent Korgenski:
Design and Development of an Automated Healthcare Consumer Information Resource on Infectious Disease Activity in the State of Utah. - Fardad Gharghabi, Laura Anzaldi, Thomas Richards, Jonathan P. Weiner, Hadi Kharrazi:
Measuring the Value of EHR's Free-text in Identifying Geriatric Risk Factors. - Ramkiran Gouripeddi, Nicole Burnett, Mollie R. Cummins, Julio C. Facelli, Katherine A. Sward:
A Conceptual Representation of Exposome in Translational Research. - Benjamin J. Gross, David H. Dubois, Mark Twelves, Roberto A. Rocha:
Efficient Remediation of Terms Inactivated by Dictionary Updates. - Randall W. Grout, Erika R. Cheng, Aaron E. Carroll, Stephen M. Downs, Nerissa S. Bauer:
A Six-Year Follow-Up of Clinical Decision Support System User Acceptability: Practice Makes Progress. - David A. Haggstrom, Susan M. Perkins, Susan Ofner, Laura J. Myers, Dustin D. French, Marc B. Rosenman, Jason Larson, Michael Weiner:
Impact of VA Health Information Exchange upon the Overuse of Laboratory and Imaging Tests. - Bibo Hao, Yiqin Yu, Wen Sun, Yingxue Li, Guotong Xie:
Interactive Machine Learning for Medical Research: A Framework to Enhance the Engagement of Clinical Researchers. - Winston A. Haynes, Aurelie Tomczak, Purvesh Khatri:
Gene annotation bias impedes biomedical research. - Shan He, Christine Perfili, Darren K. Mann, Matt S. Hoffman, Viral Shah, Gary Anderson, Rishabh Bhatia, Sidney N. Thornton:
Implementing Automated Data Reporting to Improve Early Hearing Care. - Christopher Herrick, Alyssa P. Goodson, Wayne Chan, Lori C. Phillips, Michael Mendis, Shawn N. Murphy:
Integrating Patient Registries into Enterprise wide Patient-Discovery Strategies. - Pei-Yun Sabrina Hsueh, Subhro Das:
Interpretable Clustering for Prototypical Patient Understanding: A Case Study of Hypertension and Depression Subgroup Behavioral Profiling in National Health and Nutrition Examination Survey Data. - Gretchen M. Hultman, Jenna L. Marquard, Swaminathan Kandaswamy, Elizabeth A. Lindemann, Genevieve B. Melton:
How do physcians read electronic progress notes? - Trevor Jamieson, Michael F. Chiang, Teja Voruganti, Allison Kurahashi, Alyssa Bertram, Sara Subramaniam, Amna Husain:
Using Social Networking Analysis to Understand the Importance of Patients and Caregivers in Online Teams of Care. - Alvin D. Jeffery, Laurie L. Novak, Betsy Kennedy, Mary S. Dietrich, Lorraine C. Mion:
Participatory Design of Probability-Based Decision Support Tools for In-Hospital Nurses. - Guoqian Jiang, Guohui Xiao, Richard C. Kiefer, Eric Prud'hommeaux, Harold R. Solbrig:
Building an FHIR Ontology based Data Access Framework with the OHDSI Data Repositories. - Aaron W. C. Kamauu, John Holmén, Christopher L. Fillmore, Hoa Le, Andrew Wilson, Chi Truong, Canter Martin, Schiffon Wong:
Performance of Algorithms Using Healthcare Claims and Electronic Health Record Clinical Notes to Identify Relapsing-Remitting Multiple Sclerosis in U.S. Integrated Delivery Network Healthcare Database. - Hong J. Kan, Hadi Kharrazi, Hsien-Yen Chang, Jonathan P. Weiner:
A Comparison of Using Full and Partial Information from Administrative Claims Data to Predict Future Health Care Costs. - Vaishnavi Kannan, Mujeeb Basit, DuWayne L. Willett:
Agile Clinical Decision Support Development. - Hadi Kharrazi, Stephan D. Fihn, Tamara Box:
Analyzing Prevalence of Obesity among VHA Patients Using Clinical, Temporal, and Geographical Data Extracted from a Nationwide EHR. - Katherine K. Kim, Lucila Ohno-Machado:
Consumer Views of Electronic Health and Genetic Data Sharing: Findings of a National Survey. - Tae Youn Kim, Nicholas R. Hardiker:
Examining the Coverage of Nursing Content in the UMLS-CORE Problem List. - Jeffrey G. Klann, Matthew A. Joss, Kevin Embree, Shawn N. Murphy:
Reuse of PCORnet Data to Support the Precision Medicine Initiative: Data Model Harmonization. - Matthias Kochmann, Jiachen Wang, Brian E. Dixon, Suranga Nath Kasthurirathne, Shaun J. Grannis:
Evaluation of Text Mining Methods to Support Reporting Public Health Notifiable Diseases Using Real-World Clinical Data. - Fabrício S. P. Kury, Seo H. Baik, Clement J. McDonald:
Cardioprotective Drugs and Incident Dementias in Medicare's Big Data. - John P. Lalor, Hao Wu, Li Chen, Kathleen M. Mazor, Hong Yu:
Generating a Test of Electronic Health Record Narrative Comprehension with Item Response Theory. - Ashley S. Lee, Indra Neil Sarkar, Genevieve B. Melton, Yuanqing Liu, Vivekanand Sharma, Elizabeth S. Chen:
Comorbidity Miner: An Open Source Interactive Tool for Mining Disparate Electronic Health Data Sources. - Mikyoung Angela Lee, Catherine Bailey, Peggy J. Mancuso, Patti Hamilton:
Usability and Feasibility of a Mobile App for Nursing Student Handoff Education. - Dae Hyun Lee, Meliha Yetisgen:
Clustering Vital Sign Observations Using Unsupervised Random Forest. - Cynthia LeRouge, Andrea L. Hartzler, Liz Kellogg, Mary Beth Hasselquist, Danielle C. Lavallee:
Patient-Reported Outcomes in Clinical Use: Clinician Perspectives. - Gal Levy-Fix, Sharon Lipsky Gorman, Noemie Elhadad:
When to re-order laboratory tests? Learning lab shelf-life. - Wayne H. Liang, Bas de Veer, Diane M. Korngiebel, Annie T. Chen, Gail P. Jarvik, Peter Tarczy-Hornoch, David R. Crosslin:
User-Centered Design of a Collaborative Genetic Variant Interpretation Tool. - Graham Lowenthal, Stuart R. Lipsitz, Catherine S. Yoon, Perry G. An, Suzanne Salvucci, Christine Shaughnessy, Sharon Keogh, David W. Bates, Patricia C. Dykes:
Promoting Adoption and Effective Use of Continuous Patient Monitoring Technology in the Acute Care Setting. - Yuan Luo:
Recurrent Neural Networks for Classifying Relations in Clinical Notes. - Courtney R. Lyles, Lina Tieu, Stephen Kiyoi, Shobha Sadasivaiah, Mekhala Hoskote, Neda Ratanawongsa, Urmimala Sarkar, Dean Schillinger:
A Pilot Randomized Trial to Train Vulnerable Primary Care Patients to Use an Online Patient Portal Website. - Sina Madani, Shari Just, Scott D. Nelson, S. Trent Rosenbloom, Asli O. Weitkamp:
Leveraging SNOMED CT Relationships for Mapping Disease Codes with Different Levels of Abstraction between EHR Systems. - Jenna L. Marquard, Barry Saver, Swaminathan Kandaswamy, Vanessa I. Martinez, Jane Simoni, Joanne Stekler, Deepak Ganesan, Sean Noran, James Scanlan:
Development of a Wrist-Worn Sensor to Improve Medication Adherence: Designing for Diverse User Behaviors and Technology Preferences. - Allison B. McCoy, Eric J. Thomas, Marie Krousel-Wood, Ryan P. Walsh, Adam Wright, Dean F. Sittig:
Turning Off Medication Alerts to Reduce Clinical Decision Support Overrides. - Mollie McKillop, Sylvia English, Sharib A. Khan, Chintan Patel, Noemie Elhadad:
Beyond ResearchKit: User Engagement with Phendo, a Novel App for Self-tracking and Research. - Jennifer McNeely, Andre W. Kushniruk, Sarah Farkas, Aida Vega, Eva Waite, Lauren A. Peccoralo, Melanie Harris, Christine Chollak, Richard N. Rosenthal, John Rotrosen, Joseph L. Kannry:
Usability Testing to Guide Development of a Clinical Decision Support System for Substance Use Screening and Interventions in Primary Care. - Che Ngufor, Rozalina G. McCoy, Lixia Yao, Lindsey R. Sangaralingham, Shannon M. Dunlay, Nilay D. Shah:
Identification of Clinically Meaningful Clusters of Multi-morbidity in a National Cohort of Adults Using Unsupervised Learning. - Yizhao Ni, Todd Lingren, Eric S. Hall, Matthew Leonard, Kristin Melton, Eric S. Kirkendall:
Designing and Evaluating an Automated System for Real-time Medication Administration Error Detection in a Neonatal Intensive Care Unit. - Matthew A. Oberhardt, Hojjat Salmasian, Dena Goffman, David K. Vawdrey:
Reducing Variation in Core Measures data through Automation. - Evan Orenstein, Irit R. Rasooly, Wanczyk Phillips, Mark V. Mai, Adam C. Dziorny, Levon Utidjian, Anthony A. Luberti, Jill Posner, Rebecca Tenney-Soeiro, Christopher P. Bonafide:
The Impact of Simulation on Electronic Health Record Use Patterns among Pediatric Residents. - Thomas H. Payne, Andrew Markiel, William D. Alonso, Ross J. Lordon, Kevin Lybarger, Meliha Yetisgen, Jennifer M. Zech, Andrew A. White:
Improving Electronic Inpatient Progress Notes Using Voice: Results from the VGEENS Project. - Yifan Peng, Xiaosong Wang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Zhiyong Lu:
Text Mining Radiology Reports for Deep Learning Radiology Images. - Andrew Placona, Shantanu Phatakwala, Becky Yamarik, Neal O'Hara:
Towards a Generalized 6 Month Mortality Risk Model. - Mihail Popescu, Andrew L. Craver, Lorraine Phillips, Richelle J. Koopman, Laurel Despins, Gregory L. Alexander, Marilyn Rantz:
Linking Resident Behavior to Health Conditions in an Eldercare Monitoring System. - Satyajeet Raje, Olivier Bodenreider:
Identifying Potentially Missing Hierarchical Relations in SNOMED CT based on Lexical Features - Impact of Synonyms and Lexico-syntactic Constraints. - Lorilei M. Richardson, Jessica Lipschitz, Timothy P. Hogan, Stephanie L. Shimada, Bridget Smith, Steven R. Simon, Amy Rubin, Bonnie J. Wakefield, Peter Kaboli, Jeydith Gutierrez Perez, Paul A. Heidenreich, Shuo Zhou, Zachary Berwaldt, Lin Shi, Timothy W. Bickmore, Thomas K. Houston:
Selecting and Refining the Characteristics of a Virtual Nurse for a Technology-Assisted Hospital-to-Home Care Transition Intervention in the Veterans Health Administration. - Kirk Roberts, Anupama E. Gururaj, Xiaoling Chen, Saeid Pournejati, Trevor Cohen, William R. Hersh, Dina Demner-Fushman, Lucila Ohno-Machado, Hua Xu:
Information Retrieval for Biomedical Datasets: The 2016 bioCADDIE Challenge. - Jamie R. Robinson, Zongyang Mou, Lisa Bastarache, Wei-Qi Wei, Robert J. Carroll, Joshua C. Denny:
Association of BMI and Obesity Genetic Risk Score with Surgical Procedures Through a Procedure-wide Association Study. - Joseph D. Romano, Kenrick Cato, Rami Vanguri, Nicholas P. Tatonetti:
Deep recurrent neural networks identify transgender patients. - Michael J. Rothman, Joseph J. Tepas III, Andrew J. Nowalk, Joan M. Rimar, Albert Marchetti, Allen L. Hsiao:
Development and Validation of a Continuously Age-Adjusted Measure of Patient Condition for Hospitalized Children Using the Electronic Medical Record. - Justin F. Rousseau, Ivan K. Ip, Ali S. Raja, Jeremiah D. Schuur, Ramin Khorasani:
Can Emergency Department Provider Notes Help Achieve More Dynamic Clinical Decision Support? - Robert S. Rudin, Christopher H. Fanta, Zachary Predmore, Eyal Zimlichman, Kevin W. Kron, Maria Edelen, David W. Bates:
Using mHealth to Monitor Asthma Symptoms Between Visits. - Shelley A. Rusincovitch, Ricardo Henao, Michael Gao, Lawrence Carin, Ursula Rogers, Nigel B. Neely, Mary Schilder, Daniel Costello, Eugenie Komives, Erich Huang:
Rationale and Design for the Duke Connected Care Predictive Modeling Pilot with a Medicare Shared Savings Program Population. - Tarek Sakakini, Renato Ferreira Leitão Azevedo, Victor Sadauskas, Kuangxiao Gu, Yang Zhang, Suma Bhat, Daniel G. Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Ann M. Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich:
Dr. Babel Fish: A Machine Translator to Simplify Providers' Language. - Guergana Savova, Eugene Tseytlin, Sean Finan, Melissa Castine, Timothy A. Miller, Olga Medvedeva, David Harris, Harry Hochheiser, Chen Lin, Girish Chavan, Rebecca Jacobson:
DeepPhe - A Natural Language Processing System for Extracting Cancer Phenotypes from Clinical Records. - Prabhu R. Shankar, Rachel Logan, Allison Foley, Hong Li:
Novel Approaches to Identifying Rare Diseases Using Electronic Health Record data, Mabry Syndrome as an example. - Marianne Sharko, Lauren Wilcox, Matthew K. Hong, Jessica S. Ancker:
The Variation in Patient Portal Access for Adolescents in the United States: How Different Medical Centers Manage their Adolescent Access. - Deepak K. Sharma, Kevin J. Peterson, Guoqian Jiang:
Assessing Usability of the D2Refine Platform for Harmonization and Standardization of Clinical Study Data Dictionaries. - Leslie Sim, Charlotte Cheng, Ajay Shah, Srisairam Achuthan:
Rule-Based Criteria for Recommending Algorithms and Visualization Techniques for Biomedical Data Analysis. - Catherine Arnott-Smith, Yuqi He, Gail R. Casper:
Personal Health Information Management in the Virtual Home: A New Taxonomy for a New Perspective. - Jung Hoon Son, Chunhua Weng:
Discordances between Patient-Reported Family History and Family Histories in EHR. - Srinivasan Suresh, Gabriella Butler, Andrew Buchert, Amy Urban, Curtis Stratman, Nancy Zimmerman, James A. Colbert:
Implementing NLP-based Point-of-care CDS Drives Adherence to Evidence-based Clinical Pathways. - Kazim Topuz, Scott Shepherd, William D. Paiva, Dursun Delen, Krista Schumacher, Shrie Raam Sathyanarayanan, Mehmet Bayram Yildirim:
A Probabilistic Scoring Model to Evaluate Providers Regarding Continuity of Care from a Relational Perspective. - Fuchiang (Rich) Tsui, Victor M. Ruiz Herrera, Amie J. Barda, Ye Ye, Gabriella Butler, Srinivasan Suresh, Andrew H. Urbach:
Retrospective and Prospective Evaluations of the System for Hospital Adaptive Readmission Prediction and Management (SHARP) for All-Cause 30-Day Pediatric Readmission Prediction. - Levon Utidjian, Ritu Khare, Hanieh Razzaghi, Amanda F. Dempsey, Michelle Denburg, Christopher B. Forrest, Charles Bailey:
Developing Computable Phenotypes of Pediatric Chronic Conditions in PEDSnet. - Akshay Vankipuram, Stephen Traub, Vimla L. Patel:
Clinical Workflow Visualization: Representation of clinician activity from location tracking data. - Joshua R. Vest, Shaun J. Grannis, Jennifer L. Williams, Dawn P. Haut, Nir Menachemi:
Using EHR and HIE data to identify patients' need for services that address the social determinants of health. - Lisa M. Vizer, Jordan Eschler, Bon Mi Koo, James D. Ralston, Wanda Pratt:
A Conceptual Model of Personal Health Informatics for Chronic Illness. - Daniel J. Vreeman, Ken Wang, Chris Carr, Beverly Collins, Swapna Abhyankar, Jamalynne Deckard, Clement J. McDonald, Daniel L. Rubin, Curtis P. Langlotz:
The LOINC/RSNA Radiology Playbook: A unified terminology for radiology procedures. - Jason K. Wang, Alejandro Schuler, Nigam Shah, Jonathan H. Chen:
Impact of Clinician Experience on Machine Learned Clinical Order Patterns. - Yue Wang, Kai Zheng, Hua Xu, Qiaozhu Mei:
Interactive Medical Word Sense Disambiguation with Instance and Feature Labeling. - Griffin M. Weber:
Real-Time Queries of Millions of Patients Using Probabilistic Sketches. - Richard Williams, Evangelos Kontopantelis, Iain E. Buchan, Niels Peek:
Clinical code set engineering for reusing EHR data for research: A review. - Adam Wright, Pamela M. Neri, Skye Aaron, Thu-Trang T. Hickman, Francine L. Maloney, Daniel A. Solomon, Dustin S. McEvoy, Angela Ai, Kevin W. Kron, Gianna Zuccotti:
Development and Evaluation of a Novel User Interface for Reviewing Clinical Microbiology Results. - Jun Xu, Yonghui Wu, Yaoyun Zhang, Hua Xu:
Detecting Body Location Modifiers of Disorders in Clinical Texts via Sequence Labeling. - Luge Yang, José D. Posada, Hoah-Der Su, Lingyun Shi, Mi Fan, Rich Tsui:
Using Logistic Regression to Verify Completeness of Electronic Health Records for Infant Mortality Analysis. - Sheng Yu, Yumeng Ma, Jessica L. Gronsbell, Katherine P. Liao, Tianrun A. Cai, Ashwin N. Ananthakrishnan, Vivian S. Gainer, Susanne E. Churchill, Peter Szolovits, Shawn N. Murphy, Isaac S. Kohane, Tianxi Cai:
High-throughput Phenotyping via Denoised Normal Mixture Transformation. - Kun-Hsing Yu, Ce Zhang, Gerald J. Berry, Russ B. Altman, Christopher Ré, Daniel L. Rubin, Michael Snyder:
Predicting Non-Small Cell Lung Cancer Diagnosis and Prognosis by Fully Automated Microscopic Pathology Image Features. - Chi Yuan, Patrick B. Ryan, Yixuan Guo, Peng Jin, Tian Kang, Chunhua Weng:
Criteria2Query: Automatically Transforming Clinical Research Eligibility Criteria Text to OMOP Common Data Model (CDM)-based Cohort Queries. - Yiye Zhang, Richard Trepp, Jorge M. Luna, David K. Vawdrey, Victoria Tiase:
Revision of Order Sets Using Experts' Knowledge and Data-Driven Evidence. - Xi Zhang, Jian Liang, Cao Xiao, Yize Zhao, Fei Wang:
Subtyping Parkinson's Disease with Recurrent Neural Network Models. - Jiaping Zheng, Hong Yu:
Assessing Electronic Health Record Readability. - Leming Zhou, Valerie J. Watzlaf, Christopher M. Keener, Dilhari DeAlmeida, Rebecca S. DeSensi, Emily Foldes, Gilles Clermont, John A. Kellum:
Acute Kidney Injury in the Intensive Care Unit: Timing and Detection. - Lindsay P. Zimmerman, Shazia A. Sathar, Charon Gladfelter, Faraz S. Ahmad, Alejandra Onate, Lindsey Cook, Shelly Sital, Jasmin Phua, Paris Davis, Helen Margellos-Anast, David O. Meltzer, Tamar Polonsky, Raj C. Shah, Satyender Goel, Abel N. Kho:
Bridging the Gap Between Direct Patient Outreach in the Community and Clinical Information Access: Next Step in Effective Nationwide Clinical Trials.
Panel
- Alexander V. Alekseyenko, Lita M. Proctor, Paul Carlson, Scott A. Jackson, Connie Chen:
The Impact of Human Microbiome on Precision Medicine. - Jessica S. Ancker, Sameer Malhotra, Yiye Zhang, Adam D. Cheriff:
Redesigning the "Choice Architecture" of the EHR to Reduce Clinical Decision Support Burden. - Yin Aphinyanaphongs, David Holmes, Berkman Sahiner, Parsa Mirhaji, Michael Draugelis:
The Good, The Bad, and The Ugly of Deploying and Adopting Machine Learning Based Models in Clinical Practice. - Joel R. Buchanan, William L. Galanter, DuWayne L. Willett, Adam Wright:
Problem List 2.0. - Michael Cantor, Hossein Estiri, Rachel Gold, Theresa Cullen:
Social Determinants of Health: Applied Informatics Approaches Incorporating Context into Care. - Robert J. Carroll, Joshua C. Mandel, Karthik Natarajan, Scott Sutherland, Joshua C. Denny:
The Data and Research Center of the All of Us Research Program: Framework for a National Cohort Program and Research Opportunities. - Wendy W. Chapman, Murielle S. Beene, Omolola Ogunyemi, Genevieve B. Melton, Laura K. Wiley:
"My work will surely speak for itself: " Visibility, Networking, and Self Promotion in Informatics. - Theresa Cullen, Feras R. Kamal, Nancy E. Anthracite:
The Jordan Experience: The VistA Experience. - Anuj K. Dalal, Sarah A. Collins, Victoria Tiase, Kristin O'Reilly, Ryan Greysen:
Opportunities and Challenges for Development, Implementation, and Investigation of Acute Care Patient Portals (ACPP): Recommendations from the ACPP Task Force. - Jon D. Duke, George Hripcsak, Patrick B. Ryan, Nigam Shah:
From Large-Scale Network Analytics to Clinical Solutions in OHDSI. - Shaun J. Grannis, Eric-Jan Manders, Frederick C. Leitner, Annah Ngaruro, Jack Bowie:
An Overview of Emerging Real-World OpenHIE Use Cases: Successes, Challenges, and Future Opportunities. - Michael A. Grasso, Barry H. Blumenfeld, Joni L. Rutter, Eliot L. Siegel, Linda Wedemeyer:
Clinical Decision Support in the Era of Precision Medicine. - Christopher A. Harle, David R. Nelson, Kenneth W. Goodman, Elizabeth Bell:
Successes and Challenges in Developing and Implementing Electronic Informed Consent Tools for Research. - Ellen M. Harper, Catherine H. Ivory, Lisa A. Moon, Amy Garcia:
A Structured Approach to Measuring Individual Nurse's Contribution in Patient Outcomes. - William R. Hersh, Susan E. Skochelak, Anderson Spickard, Blaine Y. Takesue, Paul N. Gorman:
Clinical Informatics in Medical Education: Innovations from the AMA Accelerating Change in Medical Education Initiative. - William Hsu, Charles E. Kahn:
The Best of Imaging Informatics Research 2017. - Stanley M. Huff, Claude J. Nanjo, Julia L. Skapik:
Can the Clinical Information Modeling Initiative (CIMI) Enable the Semantic Interoperability Promise of Fast Healthcare Interoperability Resources (FHIR®©)? - Andrew James, Mohammad Adibuzzaman, John Zaleski, Peter J. Haug:
Big Data in the Intensive Care Unit. - Guoqian Jiang, Walter S. Campbell, Timothy Clark, Cui Tao, Mark A. Musen:
Big Data to Knowledge (BD2K) and the Application of Metadata. - Kensaku Kawamoto, Kevin Shekleton, James Doyle, Bryn Rhodes, Howard R. Strasberg:
Enabling Knowledge-Driven Care at Scale through CDS Hooks and the FHIR Clinical Reasoning Module. - Andre W. Kushniruk, Elizabeth M. Borycki, Yalini Senathirajah, Darren Hudson:
Are EHRs "Overloading" Health Professionals? Issues, Advances and New Directions from Cognitive Science and Usability Engineering. - Edwin A. Lomotan, Dave deBronkart, Barry H. Blumenfeld, Robert McCready:
Accelerating Evidence Into Practice: AHRQ's Clinical Decision Support Initiative. - Mark V. Mai, Kai Zheng, Eric D. Shelov, Subha L. Airan-Javia, Evan W. Orenstein:
A Spoonful of Structure Helps the Workload Go Down: Modeling Clinical Cognition in Inpatient Documentation Tools. - Keith Marsolo, Laura G. Qualls, Bradley G. Hammill, Jeffrey S. Brown, Lesley H. Curtis:
The PCORnet Learning Cycle. - Blackford Middleton, Aziz A. Boxwala, J. Marc Overhage, James Doyle, Todd Rothenhaus:
Getting Hooked on CDS: Toward an Open Standard Architecture for Clinical Decision Support in Leading Electronic Medical Records. - Aurélie Névéol, Noémie Elhadad, Sumithra Velupillai, Hua Xu, Guergana Savova:
Clinical Natural Language Processing in Languages Other Than English. - Mustafa Ozkaynak, Rupa Valdez, George Demiris, Laurie L. Novak, Yong Kyung Choi, Charlene R. Weir:
Innovation in Workflow Methods for Consumer Health Informatics. - Wanda Pratt, Patricia C. Dykes, Ryan Greysen, Cornelia M. Ruland, David W. Bates:
Engaging Patients with Health Technologies to Improve Quality of Care and to Reduce Preventable Harm. - Yuri Quintana, David Novillo-Ortiz, Marcelo A. Lopetegui, Mario Ruiz Cubillo, Heimar F. Marin, Paula Otero:
Latin American e-Health Programs and WHO/PAHO Planning Toolkit. - Luke V. Rasmussen, Darren C. Ames, Samuel J. Aronson, Lawrence J. Babb, Casey L. Overby:
Design and Implementation of a Structured Sequencing Report Format: A Multi-Stakeholder Perspective from eMERGE. - Joel H. Saltz, Ashish Sharma, Alexis B. Carter, Liron Pantanowitz, Tahsin M. Kurç:
20 Years of Digital Pathology - An Overview of the Road Travelled and What is on the Horizon. - Stephanie L. Shimada, Timothy P. Hogan, Thomas K. Houston, D. Keith McInnes, Neil C. Evans:
Evaluating Impacts of Patient-Facing eHealth Technologies: Connected Care in the Veterans Health Administration. - Jaideep Srivastava, Luis Fernández-Luque, Fernando José Martín-Sánchez, Kenneth D. Mandl:
Participatory Health Informatics for Data-Driven Precision Medicine. - Catherine J. Staes, John W. Loonsk, Kathryn Turner, Noam H. Arzt, Patina Zarcone:
Advancing electronic case reporting (eCR) to enable public health disease control and emergency response: getting into the technical weeds! - Walter Sujansky, Julia Adler-Milstein, Ross Martin:
The State of Interoperability and Health Information Exchange in the U.S.: Advancing Steadily or Treading Water? - Jimeng Sun, Bradley A. Malin, Abel N. Kho, Mark W. Craven, Joydeep Ghosh:
Computational Phenotyping on Diverse Data Sources. - Albert Taylor, Daniel J. Vreeman, Christopher Alban, Jon Puro:
Social and Behavioral Determinants of Health: Fundamental Informatics Challenges for Enriching Health IT Systems (Didactic Panel). - James E. Tcheng, Kensaku Kawamoto, Blackford Middleton, Jonathan M. Teich, Scott Weingarten:
Optimizing Patient Care through Clinical Decision Support: Identification of Opportunities and Call to Action by the National Academy of Medicine. - Jessica D. Tenenbaum, William Edward Hammond, Ross Koppel, Michael Kamerick:
The Personal Journey - Informaticists Confront Their Own Health Issues. - Amy Y. Wang, Douglas B. Fridsma, Judy Murphy, Chintan Patel, Hillary Ross:
And Now for Something Completely Different: Successful Career Transformations in Biomedical and Health Informatics. - Mark G. Weiner, Jennifer Boehne, Terese Kornet, Ross Koppel:
Collaborative Pharming. - Vivian L. West, Hadi Kharrazi, Dawn Dowding, Jesus J. Caban, Danny T. Wu:
Current State of Visualization of EHR data - What's needed? What's next? - Thomas M. Wilkinson, Behr DeNoble Shannon, Kimberlee R. Skrtic, Monica Charles, Lyndsey Knauf:
PCMEDICS: Peace Corps' Home-Grown EMR.
Paper
- Rashmie Abeysinghe, Michael A. Brooks, Jeffery C. Talbert, Licong Cui:
Quality Assurance of NCI Thesaurus by Mining Structural-Lexical Patterns. - Fuad Abujarad, Sandra Alfano, Tiffani J. Bright, Sneha Kannoth, Nicole Grant, Matthew Gueble, Peter Peduzzi, Geoffrey Chupp:
Building an Informed Consent Tool Starting with the Patient: The Patient-Centered Virtual Multimedia Interactive Informed Consent (VIC). - Mohammad Adibuzzaman, Poching DeLaurentis, Jennifer Hill, Brian D. Benneyworth:
Big data in healthcare- the promises, challenges and opportunities from a research perspective: A case study with a model database. - Mayda A. Alrige, Samir Chatterjee, Ernie Medina, Jeje Noval:
Applying the Concept of Nutrient-Profiling to Promote Healthy Eating and Raise Individuals' Awareness of the Nutritional Quality of their Food. - Emilia Apostolova, Helen A. White, Patty Morris, David Eliason, Tom Velez:
Open Globe Injury Patient Identification in Warfare Clinical Notes. - Imon Banerjee, Sriraman Madhavan, Roger Eric Goldman, Daniel L. Rubin:
Intelligent Word Embeddings of Free-Text Radiology Reports. - Karen M. Bavuso, Roberto A. Rocha, Perry L. Mar, Sarah A. Collins:
Gap Analysis and Refinement Recommendations of Skin Alteration and Pressure Ulcer Enterprise Reference Models against Nursing Flowsheet Data Elements. - Andrew B. L. Berry, Catherine Lim, Andrea L. Hartzler, Tad Hirsch, Evette Ludman, Edward H. Wagner, James D. Ralston:
Eliciting Values of Patients with Multiple Chronic Conditions: Evaluation of a Patient-centered Framework. - Jonathan C. Blaisure, Werner Ceusters:
Improving the 'Fitness for Purpose' of Common Data Models through Realism Based Ontology. - Katherine S. Blondon, Marzia Del Zotto, Jessica Rochat, Mathieu R. Nendaz, Christian Lovis:
A Simulation Study on Handoffs and Cross-coverage: Results of an Error Analysis. - Alex F. Bokov, Gail P. Olin, Angela Bos, Alfredo Tirado-Ramos, Pamela Kittrell, Carlayne E. Jackson:
Exhaustively Characterizing a Patient Cohort by Prevalence of EMR Facts: a Generalized, Vendor-Agnostic Method for Quality Control and Research. - Kathryn H. Bowles, Sarah J. Ratcliffe, Mary D. Naylor, John H. Holmes, Susan K. Keim, Emilia Flores:
Nurse Generated EHR Data Supports Post-Acute Care Referral Decision Making: Development and Validation of a Two-step Algorithm. - Jeroen S. de Bruin, Heinz Steltzer, Andrea Rappelsberger, Klaus-Peter Adlassnig:
Creating Clinical Fuzzy Automata with Fuzzy Arden Syntax. - Philipp Burckhardt, Rema Padman:
deidentify. - Clara Marques Caldeira, Yu Chen, Lesley Chan, Vivian Pham, Yunan Chen, Kai Zheng:
Mobile apps for mood tracking: an analysis of features and user reviews. - Silvio Domingos Cardoso, Chantal Reynaud-Delaître, Marcos Da Silveira, Cédric Pruski:
Combining rules, background knowledge and change patterns to maintain semantic annotations. - Alec B. Chapman, Danielle L. Mowery, Douglas S. Swords, Wendy W. Chapman, Brian T. Bucher:
Detecting Evidence of Intra-abdominal Surgical Site Infections from Radiology Reports Using Natural Language Processing. - Zhengping Che, Jennifer L. St. Sauver, Hongfang Liu, Yan Liu:
Deep Learning Solutions for Classifying Patients on Opioid Use. - Luoxin Chen, Carol Friedman, Joseph Finkelstein:
Automated Metabolic Phenotyping of Cytochrome Polymorphisms Using PubMed Abstract Mining. - Xin Chen, Yu Wang, Xiaxia Yu, Elinor Schoenfeld, Mary M. Saltz, Joel H. Saltz, Fusheng Wang:
Large-scale Analysis of Opioid Poisoning Related Hospital Visits in New York State. - Alex C. Cheng, Mia A. Levy:
Determining Burden of Commuting for Treatment Using Online Mapping Services - A Study of Breast Cancer Patients. - Peng Cheng, Lemuel R. Waitman, Yong Hu, Mei Liu:
Predicting Inpatient Acute Kidney Injury over Different Time Horizons: How Early and Accurate? - Raja Arul Cholan, Nicole Gray Weiskopf, Doug Rhoton, Nicholas V. Colin, Rachel L. Ross, Melanie N. Marzullo, Bhavaya Sachdeva, David A. Dorr:
Specifications of Clinical Quality Measures and Value Set Vocabularies Shift Over Time: A Study of Change through Implementation Differences. - Carrie M. Christensen, Douglas F. Redd, Erica Lake, Jean Shipman, Heather Aiono, Roger Altizer, Bruce E. Bray, Qing T. Zeng:
Doodle Health: A Crowdsourcing Game for the Co-design and Testing of Pictographs to Reduce Disparities in Healthcare Communication. - Tiago K. Colicchio, Guilherme Del Fiol, Gregory J. Stoddard, Scott P. Narus:
Evaluation of a systematic methodology to detect in near real-time performance changes during electronic health record system implementations: a longitudinal study. - Sarah A. Collins, Karen M. Bavuso, Mary Swenson, Christine Suchecki, Perry L. Mar, Roberto A. Rocha:
Evolution of an Implementation-Ready Interprofessional Pain Assessment Reference Model. - Brittany Couture, Maureen B. Fagan, Esteban Gershanik, Catherine Yoon, James C. Benneyan, David W. Bates, Sarah A. Collins:
Towards Analytics of the Patient and Family Perspective: A Case Study and Recommendations for Data Capture of Safety and Quality Concerns. - Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny:
Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality. - Dawn Dowding, David Russell, Karyn Jonas, Nicole Onorato, Yolanda Barrón, Jacqueline Merrill, Robert J. Rosati:
Does Level of Numeracy and Graph Literacy Impact Comprehension of Quality Targets? Findings from a Survey of Home Care Nurses. - Johnny Downs, Sumithra Velupillai, George Gkotsis, Rachel Holden, Maxim Kikoler, Harry Dean, Andrea Fernandes, Rina Dutta:
Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records. - Alevtina Dubovitskaya, Zhigang Xu, Samuel Ryu, Michael Schumacher, Fusheng Wang:
Secure and Trustable Electronic Medical Records Sharing using Blockchain. - Tracy Edinger, Dina Demner-Fushman, Aaron M. Cohen, Steven Bedrick, William R. Hersh:
Evaluation of Clinical Text Segmentation to Facilitate Cohort Retrieval. - Aaron S. Eisman, Rory B. Weiner, Elizabeth S. Chen, Paul Stey, Rishi K. Wadhera, Aaron P. Kithcart, Indra Neil Sarkar:
An Automated System for Categorizing Transthoracic Echocardiography Indications According to the Echocardiography Appropriate Use Criteria. - Ehsan Emadzadeh, Abeed Sarker, Azadeh Nikfarjam, Graciela Gonzalez-Hernandez:
Hybrid Semantic Analysis for Mapping Adverse Drug Reaction Mentions in Tweets to Medical Terminology. - Jung-wei Fan, Yves A. Lussier:
Word-of-Mouth Innovation: Hypothesis Generation for Supplement Repurposing based on Consumer Reviews. - Yuanyuan Feng, Helena M. Mentis:
Improving Common Ground Development in Surgical Training through Talk and Action. - Mayara Costa Figueiredo, Clara Marques Caldeira, Yunan Chen, Kai Zheng:
Routine self-tracking of health: reasons, facilitating factors, and the potential impact on health management practices. - Pierre-Antoine Fougerouse, Mobin Yasini, Guillaume Marchand, Oliver O. Aalami:
A Cross-Sectional Study of Prominent US Mobile Health Applications: Evaluating the Current Landscape. - Kin Wah Fung, Julia Xu, Filip Ameye, Arturo Romero-Gutiérrez, Arabella D'Havé:
Achieving Logical Equivalence between SNOMED CT and ICD-10-PCS Surgical Procedures. - Alfiia Galimzianova, Sean M. Siebert, Aya Kamaya, Terry S. Desser, Daniel L. Rubin:
Toward Automated Pre-Biopsy Thyroid Cancer Risk Estimation in Ultrasound. - Shruti Gangadhar, Nam Nguyen, James Pesuit, Alina Bogdanov, Lee Kallenbach, Jessica Ken, Joe Vasey, Richard M. Loomis:
Effectiveness of a Cloud-Based EHR Clinical Decision Support Program for Body Mass Index (BMI) Screening and Follow-up. - Lori Gawron, Warren B. P. Pettey, Andrew M. Redd, Ying Suo, David Turok, Adi V. Gundlapalli:
The "Safety Net" of Community Care: Leveraging GIS to Identify Geographic Access Barriers to Texas Family Planning Clinics. - Isaac H. Goldstein, Michelle R. Hribar, Sarah Read-Brown, Michael F. Chiang:
Quantifying the Impact of Trainee Providers on Outpatient Clinic Workflow using Secondary EHR Data. - Travis R. Goodwin, Sanda M. Harabagiu:
Inferring Clinical Correlations from EEG Reports with Deep Neural Learning. - Niku Gorji
, Zador Zsolt, Simon K. Poon:
A Configurational Analysis of Risk Patterns for Predicting the Outcome After Traumatic Brain Injury. - María Adela Grando, Danielle Groat, Stephanie K. Furniss, Joshua Nowak, Regina Gaines, David R. Kaufman, Karl A. Poterack, Richard Helmers:
Using Process Mining Techniques to Study Workflows in a Pre-operative Setting. - Lisa V. Grossman, Ruth M. Masterson Creber, Susan Restaino, David K. Vawdrey:
Sharing Clinical Notes with Hospitalized Patients via an Acute Care Portal. - Yang Gu, Gondy Leroy, David Kauchak:
When synonyms are not enough: Optimal parenthetical insertion for text simplification. - Xinning Gui, Yue Wang, Yubo Kou, Tera L. Reynolds, Yunan Chen, Qiaozhu Mei, Kai Zheng:
Understanding the Patterns of Health Information Dissemination on Social Media during the Zika Outbreak. - Tian Hao, Kimberly N. Walter, Marion J. Ball, Hung-Yang Chang, Si Sun, Xinxin Zhu:
StressHacker: Towards Practical Stress Monitoring in the Wild with Smartwatches. - Sarah C. Haynes, Katherine K. Kim:
A mobile system for the improvement of heart failure management: evaluation of a prototype. - Zhe He, Arturo Gonzalez-Izquierdo, Spiros C. Denaxas, Andrei Sura, Yi Guo, William R. Hogan, Elizabeth Shenkman, Jiang Bian:
Comparing and Contrasting A Priori and A Posteriori Generalizability Assessment of Clinical Trials on Type 2 Diabetes Mellitus. - Ying He, Xiaohan Yu, Yangjing Gan, Tujin Zhu, Shengwu Xiong, Jing Peng, Lun Hu, Guang Xu, Xiaohui Yuan:
Bar charts detection and analysis in biomedical literature of PubMed Central. - Monica Hedda, Bradley A. Malin, Chao Yan, Daniel Fabbri:
Evaluating the Effectiveness of Auditing Rules for Electronic Health Record Systems. - Tina Hernandez-Boussard, Panayotis Kourdis, Wen-wai Yim, Rajendra Dulal, Douglas W. Blayney, James D. Brooks:
Mining Electronic Health Records to Extract Patient-Centered Outcomes Following Prostate cancer Treatment. - Long Van Ho, David R. Ledbetter, Melissa D. Aczon, Randall C. Wetzel:
The Dependence of Machine Learning on Electronic Medical Record Quality. - King Chung Ho, William Speier, Suzie M. El-Saden, Corey W. Arnold:
Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features. - Lauren E. Holroyd, Shilo H. Anders, Jamie R. Robinson, Gretchen Purcell Jackson:
Use of the Multidimensional Health Locus of Control to Predict Information-Seeking Behaviors and Health-Related Needs in Pregnant Women and Caregivers. - Jan Horsky, Elizabeth A. Drucker, Harley Z. Ramelson:
Accuracy and Completeness of Clinical Coding Using ICD-10 for Ambulatory Visits. - Michelle R. Hribar, Sarah Read-Brown, Leah G. Reznick, Michael F. Chiang:
Evaluating and Improving an Outpatient Clinic Scheduling Template Using Secondary Electronic Health Record Data. - Xinyu Hu, Pei-Yun Sabrina Hsueh, Ching-Hua Chen, Keith M. Diaz, Ying-Kuen K. Cheung, Min Qian:
A First Step Towards Behavioral Coaching for Managing Stress: A Case Study on Optimal Policy Estimation with Multi-stage Threshold Q-learning. - Edward W. Huang, Sheng Wang, Doris J. Lee, Runshun Zhang, Baoyan Liu, Xuezhong Zhou, ChengXiang Zhai:
Framing Electronic Medical Records as Polylingual Documents in Query Expansion. - Nathan C. Hulse, Jaehoon Lee:
Extracting Actionable Recommendations for Modifying Enterprise Order Set Templates from CPOE Utilization Patterns. - R. Stanley Hum, Samantha Kleinberg:
Replicability, Reproducibility, and Agent-based Simulation of Interventions. - Mustafa I. Hussain, Tera L. Reynolds, Fatemeh E. Mousavi, Yunan Chen, Kai Zheng:
Thinking Together: Modeling Clinical Decision-Support as a Sociotechnical System. - Zeshan Hussain, Francisco Gimenez, Darvin Yi, Daniel L. Rubin:
Differential Data Augmentation Techniques for Medical Imaging Classification Tasks. - M. Sriram Iyengar, Deevakar Rogith, Jose F. Florez-Arango:
Measuring Workload Demand of Informatics Systems with the Clinical Case Demand Index. - Alistair E. W. Johnson, Roger G. Mark:
Real-time Mortality Prediction in the Intensive Care Unit. - Johnblack K. Kabukye, Sabine Koch, Ronald Cornet, Jackson Orem, Maria Hägglund:
User Requirements for an Electronic Medical Records System for Oncology in Developing Countries: A Case Study of Uganda. - Maulik R. Kamdar, Mark A. Musen:
Mechanism-based Pharmacovigilance over the Life Sciences Linked Open Data Cloud. - Hong Kang, Zhiguo Yu, Yang Gong:
Initializing and Growing a Database of Health Information Technology (HIT) Events by Using TF-IDF and Biterm Topic Modeling. - Suranga Nath Kasthurirathne, Burke W. Mamlin, Saptarshi Purkayastha, Theresa Cullen:
Overcoming the Maternal Care Crisis: How Can Lessons Learnt in Global Health Informatics Address US Maternal Health Outcomes? - Mehmet Kayaalp:
Modes of De-identification. - Susan K. Keim, Kathryn H. Bowles:
Comparison of algorithm advice for post-acute care referral to usual clinical decision-making: examination of 30-day acute healthcare utilization. - Youngjun Kim, Ellen Riloff, Stéphane M. Meystre:
Exploiting Unlabeled Texts with Clustering-based Instance Selection for Medical Relation Classification. - Hee-Jin Lee, Yaoyun Zhang, Kirk Roberts, Hua Xu:
Leveraging existing corpora for de-identification of psychiatric notes using domain adaptation. - Kathleen Lee, Nicole Gray Weiskopf, Jyotishman Pathak:
A Framework for Data Quality Assessment in Clinical Research Datasets. - Eva K. Lee, Yifan Liu, Ferdinand H. Pietz:
A Computational Framework for a Digital Surveillance and Response Tool: Application to Avian Influenza. - Lily Lei, Vishwas Shetty, Karan Gupta, Janine Polifka, Glen Markham, Sarah Albee, Carol Collins, Gary Hsieh:
Exploring the Design and Role of Mobile Apps for Healthcare Providers to Find Teratogenic Information. - Matthew C. Lenert, Dara Eckerle Mize, Colin G. Walsh:
X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties. - Julia Lensing, Ketki Vilankar, Hyojung Kang, Donald E. Brown, Amy Mathers, Laura E. Barnes:
Environmental Reservoirs of Nosocomial Infection: Imputation Methods for Linking Clinical and Environmental Microbiological Data to Understand Infection Transmission. - Xiang Li, Zhaonan Sun, Xin Du, Haifeng Liu, Gang Hu, Guotong Xie:
Bootstrap-based Feature Selection to Balance Model Discrimination and Predictor Significance: A Study of Stroke Prediction in Atrial Fibrillation. - Jiayun Li, Karthik V. Sarma, King Chung Ho, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold:
A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies. - Rumeng Li, Abhyuday Jagannatha, Hong Yu:
A hybrid Neural Network Model for Joint Prediction of Medical Presence and Period Assertions in Clinical Notes. - Xiaojin Li, Licong Cui, Shiqiang Tao, Ningzhou Zeng, Guo-Qiang Zhang:
SpindleSphere: A Web-based Platform for Large-scale Sleep Spindle Analysis and Visualization. - Elizabeth A. Lindemann, Elizabeth S. Chen, Yan Wang, Steven J. Skube, Genevieve B. Melton:
Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation. - Jesse M. Lingeman, Priscilla Wang, William Becker, Hong Yu:
Detecting Opioid-Related Aberrant Behavior using Natural Language Processing. - Kevin Lybarger, Mari Ostendorf, Meliha Yetisgen:
Automatically Detecting Likely Edits in Clinical Notes Created Using Automatic Speech Recognition. - Thusitha De Silva Mabotuwana, Christopher S. Hall, Joel S. Tieder, Martin L. Gunn:
Improving Quality of Follow-Up Imaging Recommendations in Radiology. - Tamara Goncalves Rezende Macieira, Madison B. Smith, Nicolle Davis, Yingwei Yao, Diana J. Wilkie, Karen Dunn Lopez, Gail M. Keenan:
Evidence of Progress in Making Nursing Practice Visible Using Standardized Nursing Data: a Systematic Review. - Andrew MacKinlay, Hafsah Aamer, Antonio Jimeno-Yepes:
Detection of adverse drug reactions using medical named entities on Twitter. - Sonya Makhni, Rivelle Zlatopolsky, Farah Fasihuddin, Misael Aponte, Jason Rogers, Ashish Atreja:
Usability and Learnability of RxUniverse, an Enterprise-Wide App Prescribing Platform Used in an Academic Tertiary Care Hospital. - Ramón Maldonado, Travis R. Goodwin, Michael A. Skinner, Sanda M. Harabagiu:
Deep Learning Meets Biomedical Ontologies: Knowledge Embeddings for Epilepsy. - Shervin Malmasi, Naoshi Hosomura, Lee-Shing Chang, C. J. Brown, Stephen Skentzos, Alexander Turchin:
Extracting Healthcare Quality Information from Unstructured Data. - Hiroshi Mamiya, Erica E. Moodie, David L. Buckeridge:
A novel application of point-of-sales grocery transaction data to enhance community nutrition monitoring. - Sara Marceglia, Pierluigi D'Antrassi, Marco Prenassi, Lorenzo Rossi, Sergio Barbieri:
Point of Care Research: Integrating patient-generated data into electronic health records for clinical trials. - Marcos Martínez Romero, Martin J. O'Connor, Ravi D. Shankar, Maryam Panahiazar, Debra Willrett, Attila Levente Egyedi, Olivier Gevaert, John Graybeal, Mark A. Musen:
Fast and Accurate Metadata Authoring Using Ontology-Based Recommendations. - Scott P. McGrath, Melanie L. McGrath, Dhundy Bastola:
Developing a concussion assessment mHealth app for certified Athletic Trainers. - Mari Millery, Alejandra Aguirre, Rita Kukafka:
Does a Community-Engaged Health Informatics Platform Facilitate Resource Connectivity? An Evaluation Framework. - Sungrim Moon, Donna M. Ihrke, Yuqun Zeng, Hongfang Liu:
Distinction between medical and non-medical usages of short forms in clinical narratives. - Mohammad Amin Morid, Kensaku Kawamoto, Travis Ault, Josette Dorius, Samir E. AbdelRahman:
Supervised Learning Methods for Predicting Healthcare Costs: Systematic Literature Review and Empirical Evaluation. - Partha Mukherjee, Gondy Leroy, David Kauchak, Brianda Armenta Navarrete, Damian Y. Romero Diaz, Sonia Colina:
The Role of Surface, Semantic and Grammatical Features on Simplification of Spanish Medical Texts: A User Study. - Che Ngufor, Matthew A. Warner, Dennis Murphree, Hongfang Liu, Rickey E. Carter, Curtis B. Storlie, Daryl J. Kor:
Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering. - Casey L. Overby, Phillip Thompkins, Harold P. Lehmann, Christopher G. Chute, Jeanne Sheffield:
Value of Genetics-informed Drug Dosing Guidance in Pregnant Women: A Needs Assessment with Obstetric Healthcare Providers at Johns Hopkins. - Václav Papez, Spiros C. Denaxas, Harry Hemingway:
Evaluation of Semantic Web Technologies for Storing Computable Definitions of Electronic Health Records Phenotyping Algorithms. - Albert Park, Mike Conway:
Tracking Health Related Discussions on Reddit for Public Health Applications. - Kevin J. Peterson, Guoqian Jiang, Scott M. Brue, Feichen Shen, Hongfang Liu:
Mining Hierarchies and Similarity Clusters from Value Set Repositories. - James Phillips, Simon K. Poon, Dan Yu, Mary K. Lam, Monique Hines, Melissa Brunner, Emma Power, Melanie Keep, Tim Shaw, Leanne Togher:
A Conceptual Measurement Model for eHealth Readiness: a Team Based Perspective. - Fernanda Polubriaginof, Hojjat Salmasian, David A. Albert, David K. Vawdrey:
Challenges with Collecting Smoking Status in Electronic Health Records. - Meenal Pore, David M. Sengeh, Purity Mugambi, Nuri Purswani, Tom Sesay, Anna-Lena Arnold, Ralph Myers, Anh-Minh A. Tran:
Design and evaluation of a web-based decision support tool for district-level disease surveillance in a low-resource setting. - Andrew R. Post, Miao Ai, Akshatha K. Pai, Marc Overcash, David Stephens:
Architecting the Data Loading Process for an i2b2 Research Data Warehouse: Full Reload versus Incremental Updating. - Elham Sagheb Hossein Pour, Rohit Kate:
Stage-Specific Survivability Prediction Models across Different Cancer Types. - Fabian Prasser, James Gaupp, Zhiyu Wan, Weiyi Xia, Yevgeniy Vorobeychik, Murat Kantarcioglu, Klaus A. Kuhn, Bradley A. Malin:
An Open Source Tool for Game Theoretic Health Data De-Identification. - Saurabh Rahurkar, Timothy D. McFarlane, Jane Wang, Sarah Hoover, Flora Hammond, Jacob Kean, Brian E. Dixon:
Leveraging Health Information Exchange to Construct a Registry for Traumatic Brain Injury, Spinal Cord Injury and Stroke in Indiana. - Sripriya Rajamani, Aaron Bieringer, Similoluwa Sowunmi, Miriam H. Muscoplat:
Stakeholder Use and Feedback on Vaccination History and Clinical Decision Support for Immunizations Offered by Public Health. - Pallavi Ranade-Kharkar, Chuck Norlin, Guilherme Del Fiol:
Formative Evaluation of CareNexus: a Tool for the Visualization and Management of Care Teams of Complex Pediatric Patients. - Tera L. Reynolds, Nida Ali, Emma McGregor, Tricia O'Brien, Christopher Longhurst, Andrew L. Rosenberg, Scott Rudkin, Kai Zheng:
Understanding Patient Questions about their Medical Records in an Online Health Forum: Opportunity for Patient Portal Design. - Kirk Roberts, Braja Gopal Patra:
A Semantic Parsing Method for Mapping Clinical Questions to Logical Forms. - Jean Marie Rodrigues, Stefan Schulz, Bassim Mizen, Alan L. Rector, sofyane Serir:
Is the Application of SNOMED CT Concept Model sufficiently Quality Assured? - Laritza M. Rodriguez, Stephanie M. Morrison, Kathleen Greenberg, Dina Demner-Fushman:
Mining the literature for genes associated with placenta-mediated maternal diseases. - Patrick C. Sanger, Marion Granich, Robin Olson-Scribner, Rupali Jain, William B. Lober, Ann Stapleton, Paul Pottinger:
Electronic Surveillance For Catheter-Associated Urinary Tract Infection Using Natural Language Processing. - James C. Schuler, Werner Ceusters:
The Problems of Realism-Based Ontology Design: a Case Study in Creating Definitions for an Application Ontology for Diabetes Camps. - Brigitte Séroussi, Gilles Guézennec, Jean-Baptiste Lamy, Naiara Muro, Nekane Larburu, Booma Devi Sekar, Coralie Prebet, Jacques Bouaud:
Reconciliation of multiple guidelines for decision support: a case study on the multidisciplinary management of breast cancer within the DESIREE project. - Vivekanand Sharma, Wayne Law, Michael J. Balick, Indra Neil Sarkar:
Harnessing Biomedical Natural Language Processing Tools to Identify Medicinal Plant Knowledge from Historical Texts. - Lincoln Sheets, Greg Petroski, Julie Jaddoo, Yan Barnett, Chris Barnett, Laura E. Henderson Kelley, Vaishnavi Raman, Amy J. Kind, Jerry C. Parker:
The Effect of Neighborhood Disadvantage on Diabetes Prevalence. - Feichen Shen, Sijia Liu, Yanshan Wang, Liwei Wang, Naveed Afzal, Hongfang Liu:
Leveraging Collaborative Filtering to Accelerate Rare Disease Diagnosis. - Varun N. Shenoy, Oliver O. Aalami:
Utilizing Smartphone-Based Machine Learning in Medical Monitor Data Collection: Seven Segment Digit Recognition. - Eli Sherman, Hitinder S. Gurm, Ulysses J. Balis, Scott R. Owens, Jenna Wiens:
Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale. - Evan Sholle, Joseph Kabariti, Stephen B. Johnson, John P. Leonard, Jyotishman Pathak, Vinay I. Varughese, Curtis L. Cole, Thomas R. Campion Jr.:
Secondary Use of Patients' Electronic Records (SUPER): An Approach for Meeting Specific Data Needs of Clinical and Translational Researchers. - Maya Shumyatcher, Rui Hong, Jessica Levin, Blanca E. Himes:
Disease-Specific Integration of Omics Data to Guide Functional Validation of Genetic Associations. - Paulina S. Sockolow, Yushi Yang, Ellen J. Bass, Kathryn H. Bowles, Annika Holmberg, Sheryl L. Potashnik:
Data Visualization of Home Care Admission Nurses' Decision-Making. - Hiral C. Soni, Adela Grando, Anita C. Murcko, Mike Bayuk, Pramod Bharadwaj Chandrashekhar, Madhumita Mukundan, Meredith Abrams, Marcela P. Aliste, Megan Hiestand, Julia Varkey, Wentao Zhou, Caroline Horrow, Michael Saks, Richard Sharp, Mary Jo Whitfield, Mark Callesen, Christina Dye, Darwyn Chern:
Current State of Electronic Consent Processes in Behavioral Health: Outcomes from an Observational Study. - Margarita Sordo, Priyaranjan Tokachichu, Christopher J. Vitale, Saverio M. Maviglia, Roberto A. Rocha:
Modeling Contextual Knowledge for Clinical Decision Support. - Souhir Ben Souissi, Mourad Abed, Lahcen Elhiki, Philippe Fortemps, Marc Pirlot:
Reducing the toxicity risk in antibiotic prescriptions by combining ontologies with a Multiple Criteria Decision Model. - Zhaonan Sun, Ying Li, Soumya Ghosh, Yu Cheng, Amrita Mohan, Cristina Sampaio:
A Data-Driven Method for Generating Robust Symptom Onset Indicators in Disease Registry Data. - Si Sun, Kaitlin Light Costello:
Designing decision-support technologies for patient-generated data in type 1 diabetes. - Deyu Sun, György J. Simon, Steven J. Skube, Anne H. Blaes, Genevieve B. Melton, Rui Zhang:
Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications. - Qiuling Suo, Fenglong Ma, Giovanni Canino, Jing Gao, Aidong Zhang, Pierangelo Veltri, Agostino Gnasso:
A Multi-task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks. - Teresa Taft, Stacey Slager, Scott D. Nelson, Charlene R. Weir:
Physician Information Needs in Managing Delirium. - Shiqiang Tao, Licong Cui, Xi Wu, Guo-Qiang Zhang:
Facilitating Cohort Discovery by Enhancing Ontology Exploration, Query Management and Query Sharing for Large Clinical Data Repositories. - Jaideep Vaidya, Basit Shafiq, Muazzam Asani, Nabil R. Adam, Xiaoqian Jiang, Lucila Ohno-Machado:
A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis. - Joshua Valdez, Matthew Kim, Michael Rueschman, Vimig Socrates, Satya S. Sahoo:
ProvCaRe Semantic Provenance Knowledgebase: Evaluating Scientific Reproducibility of Research Studies. - Karen H. Wang, Luis N. Marenco, Johanna Elumn Madera, Jenerius Aminawung, Emily Wang, Kei Cheung:
Using a community-engaged health informatics approach to develop a web analytics research platform for sharing data with community stakeholders. - QuanQiu Wang, Rong Xu:
Drug repositioning for prostate cancer: using a data-driven approach to gain new insights. - QuanQiu Wang, Thomas McCormick, Nicole Ward, Kevin Cooper, Ruzica Conic, Rong Xu:
Combining mechanism-based prediction with patient-based profiling for psoriasis metabolomics biomarker discovery. - Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang:
SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach. - Amy Y. Wang, William J. Lancaster, Matthew C. Wyatt, Luke V. Rasmussen, Daniel Fort, James J. Cimino:
Classifying Clinical Trial Eligibility Criteria to Facilitate Phased Cohort Identification Using Clinical Data Repositories. - Charlene R. Weir, Catherine Staas, Stacey Slager, Teresa Taft, Valliammai Chidambaram, Heidi Kramer, Bruce E. Bray:
What are they trying to do?: An analysis of Action Identities in using electronic documentation in an EHR. - Wathsala Widanagamaachchi, Yarden Livnat, Peer-Timo Bremer, Scott L. DuVall, Valerio Pascucci:
Interactive Visualization and Exploration of Patient Progression in a Hospital Setting. - Tamara J. Winden, Elizabeth S. Chen, Yan Wang, Elizabeth A. Lindemann, Genevieve B. Melton:
Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice. - Meiu Wong, Rebecca Racz, Edison Ong, Yongqun He:
Towards precision informatics of pharmacovigilance: OAE-CTCAE mapping and OAE-based representation and analysis of adverse events in patients treated with cancer drugs. - Theodore B. Wright, Kathleen Adams, Victoria L. Church, Mimi Ferraro, Scott Ragland, Anthony Sayers, Stephanie Tallett, Travis Lovejoy, Joan S. Ash, Patricia J. Holahan, Blake J. Lesselroth:
Implementation of a Medication Reconciliation Assistive Technology: A Qualitative Analysis. - Yonghui Wu, Min Jiang, Jun Xu, Degui Zhi, Hua Xu:
Clinical Named Entity Recognition Using Deep Learning Models. - Danny T. Y. Wu, Nikolas Smart, Elizabeth Ciemins, Holly Jordan Lanham, Curt Lindberg, Kai Zheng:
Using EHR audit trail logs to analyze clinical workflow: A case study from community-based ambulatory clinics. - Eryu Xia, Jing Mei, Guotong Xie, Xuejun Li, Zhibin Li, Meilin Xu:
Learning Doctors' Medicine Prescription Pattern for Chronic Disease Treatment by Mining Electronic Health Records: A Multi-Task Learning Approach. - Yanbo Xu, Mohammad Taha Bahadori, Elizabeth Searles, Michael Thompson, Javier Tejedor-Sojo, Jimeng Sun:
Predicting Changes in Pediatric Medical Complexity using Large Longitudinal Health Records. - Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka:
Identifying High Health Care Utilizers Using Post-Regression Residual Analysis of Health Expenditures from a State Medicaid Program. - Wen-wai Yim, Sharon W. Kwan, Guy Johnson, Meliha Yetisgen:
Classification of hepatocellular carcinoma stages from free-text clinical and radiology reports. - Zhijun Yin, Wei Xie, Bradley A. Malin:
Talking About My Care: Detecting Mentions of Hormonal Therapy Adherence Behavior in an Online Breast Cancer Community. - Mengru Yuan, David L. Buckeridge, Guido Powell, Maxime Lavigne, Anya Okhmatovskaia:
Initial Usability Evaluation of a Knowledge-Based Population Health Information System: The Population Health Record (PopHR). - Zexian Zeng, Xiaoyu Li, Sasa Espino, Ankita Roy, Kristen Kitsch, Susan E. Clare, Seema A. Khan, Yuan Luo:
Contralateral Breast Cancer Event Detection Using Nature Language Processing. - Jing Zhang, Rebecca A. Marmor, Jina Huh:
Towards Supporting Patient Decision-making In Online Diabetes Communities. - Guo-Qiang Zhang, Yan Huang, Licong Cui:
Can SNOMED CT Changes Be Used as a Surrogate Standard for Evaluating the Performance of Its Auditing Methods? - Jane Y. Zhao, Buer Song, Edwin Anand, Diane G. Schwartz, Mandip Panesar, Gretchen Purcell Jackson, Peter L. Elkin:
Barriers, Facilitators, and Solutions to Optimal Patient Portal and Personal Health Record Use: A Systematic Review of the Literature. - Vivienne J. Zhu, Tina Walker, Robert W. Warren, Peggy Jenny, Stéphane M. Meystre, Leslie A. Lenert:
Identifying Falls Risk Screenings Not Documented with Administrative Codes Using Natural Language Processing. - Wei Zhu, Guo-Qiang Zhang, Licong Cui:
Spark-MCA: Large-scale, Exhaustive Formal Concept Analysis for Evaluating the Semantic Completeness of SNOMED CT.
Poster
- Christopher A. Aakre, Jaben Kitson, Man Li, Vitaly Herasevich:
User-Centered Design and Usability Assessment of an EHR Integrated Automated SOFA Calculator App. - Skye Aaron, Adam Wright:
Cranky Comments: Detecting Clinical Decision Support Malfunctions Through Free-Text Override Reasons. - Glenn L. Abastillas, Spencer Morris, Jessica A. Boten, Tumenbayar Tumurchudur, Kinjal Vora, Paul A. Fearn:
Characterizing a Learning Curve for Annotating Data for Training and Validation of Natural Language Processing Systems. - Samir E. AbdelRahman, Julio C. Facelli, Bruce E. Bray, Rashmee U. Shah, Guilherme Del Fiol:
Extraction of Patient Temporal Patterns and Clusters from Clinical Data. - Meredith Abrams, Dongwen Wang:
Dissemination of HIV, HCV and STD Clinical Evidence to Primary Care Providers - An Analysis of User Profiles and Course Evaluations of a Statewide Online Clinical Education Program. - Naveed Afzal, Yanshan Wang, Feichen Shen, Liwei Wang, Hongfang Liu:
A Resource for Clinical Semantic Textual Similarity. - Angela Ai, Sonali Desai, Andrea Shellman, Adam Wright:
Multiple perspectives on ambulatory test result follow-up culture. - Samuel Ajjarapu, Frank Meng, Danne C. Elbers, Nhan V. Do, Robert B. Hall, Karen E. Pierce-Murray, Luis E. Selva, Beth Katcher, Brett R. Johnson, Andrew J. Zimolzak, Corri DeDomenico, Mary Brophy, Louis D. Fiore:
Releasing De-Identified Clinical, Imaging, and Genomic Data from the VA to External Repositories for the APOLLO Network. - Patrick R. Alba, Scott L. DuVall, Terri Elizabeth Workman, Florian Schroeck, Olga V. Patterson:
Pathology Information Extraction in Bladder Cancer Surveillance. - Tochi C. Amadi:
Pseudomonas aeruginosa: Assessing Trends in Antimicrobial Resistance Between 2006 and 2012. - Liz Amos, Satyajeet Raje, Masato Kimura, Preeti G. Kochar, Victoria Wilder, Ben Busby:
Harmonizing User-defined Phenotypic Variables using Latent Semantic Analysis (LSA) to Improve Data Discoverability in dbGaP. - Marcy G. Antonio, Karen L. Courtney, Judith T. Matthews:
Decoding the Behavior Change Techniques in Mobile Health Apps. - Adriana Arcia:
Reference Range Number Lines Preferred by Latino Adults for Display of Clinical and Patient-Reported Outcome Data. - O. Elijah Asagbra:
Relationship between the Breadth of Patient Engagement Health IT Features Adopted and Hospital Financial Strength. - Onur Asan, Paul Iglar, Jeanne T. Tyszka, Rabia Copuroglu:
Integrating a patient display into the primary care exam room to improve patient engagement. - Bhanu Bahl, Daniel Runt, Nealia khan:
Healthcare Claims Data - Challenges in Acquisition and Analysis. - Ali Shojaee Bakhtiari, Galina S. Bogatkevich, Alexander V. Alekseyenko:
Local Causal Networks Discover Predictive Cytokine Biomarkers of Scleroderma. - Erdeta Bani, Rimma Belenkaya, Olga Strachna, Daniel M. Stein, Peter D. Stetson:
Patient Generated Health Data Governance at a Cancer Center. - Denise Barchas, Angela Lipshutz, Kathleen Liu, Kathleen Turner, Charlotte Garwood, Kelly Timothy, Amie Lencioni, Michael A. Gropper, Hildy M. Schell-Chaple:
The Time is Right for Clinical Data Platforms that Reduce Clinician Time Reviewing Patient Care Data Elements: Emerge as a proof of concept. - Kimberly Barrett, Jessica Malenfant, Kyle Erickson, Adam Paczuski, Zachary G. Wyner, Chayim Herzig-Marx, Jeffrey S. Brown:
Distributed Health Data Networks: Extending the PopMedNetTM Informatics Infrastructure to Expand Existing Query Functionality to Target New Data Sources. - Patrick E. Beeler, David W. Bates, Jürg Blaser:
Comparative Analysis of Intravenous to Oral Transitions at Two Tertiary Care Hospitals in the U.S. and Switzerland. - Cosmin Adrian Bejan, Joshua C. Denny:
A Simple and Efficient Method for the Management of Multiple Electronic Health Record-Driven Phenotype Projects. - Rimma Belenkaya, Olga Strachna, Stromblad Christopher, Kinjal Shah, Hyok-Hee Yoo, Natalia Shapiro, Alexander Tanchoco, Marina Kerpelev, Ilya Sher, Jonathan M. Wills, Shai Ahmed, Peter D. Stetson, Daniel M. Stein:
Implementation of a Knowledge Base Driven Perioperative Metrics Framework and Governance Program. - Elizabeth A. Bell, Diana Guijarro, Imho Jang, Wenhong Zhu, Tyler Bath, Gwangnoh Yun, Masud Rahman, Chao Jiang, Xiaoqian Jiang, Lucila Ohno-Machado, Hyeoneui Kim:
Honoring Patient's Data Sharing Preferences: Implementation Challenges. - Douglas S. Bell, Lisa Dahm, Nick R. Anderson, Ida Sim, Pralav P. Dessai, Marianne Zachariah, Lucila Ohno-Machado:
Self-Service Cohort Discovery across Five Academic Health Centers: Usage and User Evaluations of the University of California Research eXchange. - Paige Benally, Michael W. Smith, Charnetta R. Brown, Natalie Kelly, Jose Nativi, Charlene R. Weir, Salim Virani, Megha Kalsy, Jennifer H. Garvin:
Barriers to Prompting Beta Blocker Titration in Heart Failure at the Point of Care. - Francisco M. Bernabeu, Susana Hernandez Caffot, Nadime Noe Sufan, Fabiana Ellena, Bayan V. Khorsandnia:
Implementation and Adherence Evaluation of Intrusive Alerts for Adjusting Dose to Renal Function. - Shamsi Daneshvari Berry, Heather J. Edgar:
Development of a large-scale, whole body CT image databsase. - Suresh K. Bhavnani, Archana Ayyaswami, Tianlong Chen, Jeremy L. Warner:
Identification of Patient Subgroups in Metastatic Breast Cancer Patients Based on Somatic Copy Number Alterations: A Bipartite Network Analysis. - Jiang Bian, Andrei Sura, Gloria P. Lipori, Yi Guo, François Modave, Zhe He, Elizabeth Shenkman, William R. Hogan:
Implementing a Hash-based Privacy-Preserving Entity Resolution Tool in the OneFlorida Clinical Data Research Network. - Katie E. Bickett, Timothy D. Imler:
Validation of Standard Diabetes Identification withIdentification Methods inin Electronic Health Records. - Olivier Bodenreider, Lee B. Peters:
RxNorm Concept History Service. - Jonathan P. Bona:
Does Semantic Tag Usage in SNOMED CT Match its Concept Hierarchy? - Elizabeth M. Borycki, Andre W. Kushniruk, Yalini Senathirajah:
Electronic Health Records and their Modules: Impacts on Clinical Practice and Patient Care. - Jessica A. Boten, Donna R. Rivera, Madhumita Myneni, Georgia D. Tourassi, Tanmoy Bhattacharya, Ana Paula de Oliveira Sales, Thomas S. Brettin, Paul A. Fearn, Lynne Penberthy:
Leveraging Large-Scale Computing for Population Information Integration, Analysis, and Modeling. - Lina Bouayad, Dezon Finch, Stephen L. Luther:
Detection of Opioid-Dependence: Extracting Opioid Use Patterns from Patient Secure Messages. - Richard D. Boyce, Isabelle Ragueneau-Majlessi, Jingjing Yu, Jessica Sontheimer, Chris Kinsella, Mathias Brochhausen, John Judkins, Bruce Pinkleton, Rebecca L. Cooney, Mary Paine, Jeannine McCune:
Toward a reliable and interoperable public repository for natural product drug interaction study data. - Robert L. Bradford, Karen Dorman, Anna Maria Siega-Riz, Alison Suebe, Wanda Nicholson, Kiira Lyons:
Leveraging Electronic Medical Record Data for Research with Consistency and Efficiency: A Use Case in an Ongoing Obstetrics Clinical Study. - Pascal S. Brandt, Jan Flowers, William B. Lober:
Enabling Collaboration for Building High Quality, Sustainable and Scalable National Health Information Systems in Resource-limited Settings. - Ian M. Brooks, Justin Gatwood, Bonnie L. Binkley, Emanuel Villa, Jennifer Featherston, James E. Bailey:
Modular Health Informatics Architecture for a Patient Centered mHealth Diabetes Intervention. - Gregory T. Brown, Fabrício S. P. Kury, Clement J. McDonald:
TNF-alpha Use as a Risk Factor for Lymphoma in Rheumatoid Arthritis Patients Using the Virtual Research Data Center. - Matthew Burton, Amy Knopp, Davide Sottara, James D. Buntrock, Daryl J. Kor:
Knowledge-Enriched Data: Realizing the Riches of Our Data. - María S. Hernandez Caffot, Carolina Vogt, Solana Muñoz Fernandez, Francisco M. Bernabeu, Bayan V. Khorsandnia:
Physicians Behavior with a Non - Overriding Alert Prescriptions in a CDS Dosing System Developed in Argentina. - Tianrun A. Cai, Andrew Beam, Stephanie Chan, Jacqueline Honerlaw, Yichi Zhang, David R. Gagnon, Kelly Cho, J. Michael Gaziano, Katherine P. Liao, Tianxi Cai:
Improving EHR Chart Review Efficiency via Semantic Similarity Assessment. - Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser:
Exploring Novel Graphical Representations of Clinical Data in a Learning EMR. - Xiaoling Chen, Jun Xu, Jingqi Wang, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu:
A Natural Language Processing System for Biomedical Dataset Retrieval. - Ming-Yuan Chih, Jennifer A. Christian, Kang Namkoong, Miranda Hatfield, Meghan Johnson, Rancie Hannah, Jamie Studts, Robin Vanderpool, Gerhard C. Hildebrandt:
The Access of Bone Marrow Transplant Patients to Online Support. - Hwayoung Cho, Hestia Rojas, Casey Fulmer, Rebecca Schnall:
Usability Evaluation of a Prototype mHealth App for Symptom Self-Management in Underserved Persons Living with HIV. - Sylvia Cho, Margaret Sin, Karthik Natarajan:
Evaluation of OMOP Vocabulary on Transplant Registry Data. - Jeeyae Choi:
Use of Storyboarding in the Development of a Pain Management Mobile App: A Case Study. - Wonchan Choi, Sherry L. Pagoto, Edwin D. Boudreaux, Bengisu Tulu:
Validating a Single-Item Stress Scale for mHealth Interventions. - Mera Choi, Nagesh (Dragon) Bashyam, Daniella Meeker, Eliel Oliveira, Katiya Shell:
Creating a Framework to Standardize Data Extraction from Electronic Health Record Systems for Researchers and to Support Distributed Queries. - Myung Choi, Richard Starr, Jon Duke:
OMOP on FHIR as an Enabler for Analytics-As-A-Service. - Kevin Bretonnel Cohen, Aurélie Névéol, Jingbo Xia, Negacy D. Hailu, Cyril Grouin, Lawrence E. Hunter, Pierre Zweigenbaum:
Reproducibility in Biomedical Natural Language Processing. - Tiago K. Colicchio, Guilherme Del Fiol, Watson A. Bowes III, Julio C. Facelli, Debra L. Scammon, Scott P. Narus:
The Impact of Health IT Adoption: Are We Measuring the Right Outcomes? - Ryan C. Cornia, Nilla Majahalme, Danne C. Elbers, Svitlana Dipietro, Brian R. Ivie, Brad Adams, Ramana Seerapu, Valmeek Kudesia, Scott L. DuVall:
ProjectFlow: Configurable Clinical Trial Management with Enterprise Data Integration and Point-of-Care Study Support. - Pieter Cornu, Shobha Phansalkar, Diane L. Seger, Insook Cho, Sarah K. Pontefract, Alexandra Robertson, David W. Bates, Sarah P. Slight:
An International Comparison of High-priority and Low-priority Drug-drug Interactions in Different Electronic Health Record Systems. - Aaron S. Coyner, Ryan Swan, Jayashree Kalpathy-Cramer, Sang-Jin Kim, John Peter Campbell, Karyn Jonas, Susan Ostmo, R. V. P. Chan, Michael F. Chiang:
Automated Image Quality Assessment for Fundus Images in Retinopathy of Prematurity. - Chandrea Culbreath, Maria Souden, Melissa Nemon, Holli Kreinbring, Margaret Gonsoulin, Denise M. Hynes:
Where's the Data and Where Do I Start? Assessing Stakeholder Needs for Effective Use of Institutional Data. - Theresa Cullen, Katie Allen, Sara Armson, Anna Roberts, Daniel J. Vreeman:
The Capture of Social and Behavioral Determinants of Health in Electronic Health Records. - Dorothy W. Curtis, Mike Wang:
Using Environmental Sensors to Estimate Users Activity. - Ioana Danciu, Kim M. Unertl, Stuart Weinberg, Daniel Fabbri:
Mixed Methods Approach for Understanding Clinical Workflow. - Farrah Darbouze, William E. Hammond, Richard Moldwin, Irene S. Dubman, Matthew F. Chudy, Katiya Shell:
Structured Data Capture (SDC). - Selena Davis, Karen L. Courtney, Judith T. Matthews:
Evaluating Health Kiosk Technology as an Enabler of Shared Decision Making. - Jeffrey Day, Anne Altemus:
Testing an Explainer Animation for Public Health Education. - Dina Demner-Fushman, Willie J. Rogers:
CTB: A Custom Taxonomy Builder for Named Entity Extraction. - Daniel W. Denhalter, Olga V. Patterson, Brian D. Robison, Scott L. DuVall:
Improving the Quality of Clinical Data Extracted from Text. - Gurpreet Dhillon, Kane Smith, Monica C. Tremblay:
Blockchain for Privacy and Security: The Case of Health Informatics. - Nhan V. Do, Karen E. Pierce-Murray, Edmund C. Peirce, Corri DeDomenico, Frank Meng, Danne C. Elbers, Beth Katcher, Robert B. Hall, Andrew J. Zimolzak, Samuel Ajjarapu, Colleen Shannon, Sara Turek, Brett R. Johnson, Nathanael Fillmore, Mary Brophy, Louis D. Fiore:
The Development of the Research Precision Oncology Program Data Repository (PODR) in the Veterans Affairs Healthcare System. - Amanda L. Do, Ruby Wan, Robert W. Follett, Marianne Zachariah, Douglas S. Bell:
Reasons for Rework in Clinical Data Provisioning: A Root-Cause Analysis. - Kristina Doing-Harris, Rashmee U. Shah, YiJun Shao, Bruce E. Bray, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir:
Physician Conception of Patient Frailty in Cardiac Care Decisions. - Dawn Dowding, Jacqueline Merrill:
Heuristics for Evaluation of Dashboard Visualizations. - Jennifer Lipkowitz Eaton, Amir Mohammad:
Curbside Consultation in the Virtual Healthcare Environment: A Mixed Methods Analysis of Cases Referred to Occupational Medicine Specialists in the Veterans Health Administration. - Danne C. Elbers, Robert B. Hall, Beth Katcher, Svitlana Dipietro, Sung Feng-Chi, Sergey Goryachev, Karen E. Pierce-Murray, Corri DeDomenico, Lauren Macmullen, Helene Garcon, Nhan V. Do, Louis D. Fiore:
Implementation of an Informatics Solution to Improve Management of Pathology Specimens for the VA Precision Oncology Program. - Kyle Erickson, Jessica Malenfant, Kimberly Barrett, Adam Paczuski, Chayim Herzig-Marx, Jeffrey S. Brown:
Distributed Health Data Networks: A Rapid, Systematic Approach to Verifying Machine-Generated Queries Within Different Systems. - Michael Eubank, Janice S. Sung, Krishna Juluru:
Leveraging an Enterprise Data Warehouse to Support Clinical Workflow: Targeted Notification of Pathology Results. - Clark C. Evans, Charles H. Tirrell, Oleksiy Golovko, Andrey Popp, Jason Simeone, Kyrylo Simonov:
Visual Query Combinators for BioMedical Query Mediation. - Mohammad A. Faysel, Tameca Miller:
Clinician, EHR Alerts, and Patient Outcome in Primary Care Setting. - Daria F. Ferro, Levon Utidjian, Joseph J. Zorc:
Using EHR Clinical Decision Support to Improve Emergency Department Care for Children with High Risk Asthma. - Robert W. Follett, Theona Tacorda, Javier Sanz, Douglas S. Bell:
Honest Broker Process Using System-Wide Permanent Research Identifiers. - Paul A. Fontelo, Fang Liu:
Crowdsourcing Evidence-Based Medicine (EBM). - Niamh E. Forde, Clare L. Tolley, Katherine L. Coffey, Dean F. Sittig, Joan S. Ash, Andrew K. Husband, David W. Bates, Sarah P. Slight:
Medication Errors Generated When Using Computerized Provider Order Entry Systems in Pediatrics: A Systematic Review. - Maysoun Freij, Prashila Dullabh, Richard Shiffman, Nitu Kashyap, Rajdeep Brar, Katherine Donaldson, Sarah Islam, Richard Ricciardi:
Improving Ambulatory Care Patient Safety for Community Acquired Pneumonia through a New Electronic Clinical Decision Support. - Theresa E. Fuller, Anuj K. Dalal, Dominic Breuer, Pamela M. Neri, David W. Bates, James C. Benneyan:
Using Systems Engineering Methods to Identify, Assess, and Mitigate Preventable Harm as part of a Patient Safety Learning Laboratory. - Rodney A. Gabriel, Sanjeev Shenoy, Tsung-Ting Kuo, Julian J. McAuley, Chun-Nan Hsu:
The presence of highly similar notes within the MIMIC-III dataset. - Roland E. Gamache, Timothy Jay Carney, Mary Ann Cooney, Emily H. Moore:
Feasibility of State Public Health Agencies Linking National Program of Cancer Registries and Birth Certificate Data: Outcomes and Lessons Learned. - Grace Gao, Madeleine J. Kerr, Ruth Lindquist, Chih-Lin Chi, Karen A. Monsen:
An Exploratory Study of Older Adults' Strengths, Needs, and Outcomes Using Electronic Health Record Data in a Senior Living Community. - Alex Gartland, Arooj Akhtar, Richard Le, Greg Powell:
Leveraging Crowdsourcing to Help Classify Social Media Data for Medical and Patient Safety Insights. - Kyungsook Gartrell, Caitlin W. Brennan, Fang Liu, Gwenyth R. Wallen, Paul A. Fontelo:
Clinicians' Perceptions of Usefulness of the PubMed4Hh App for Clinical Decision-Making at the Point of Care. - Carolina Gatica, Carolina Díaz, Juan Pablo Salazar, Mario Barbé, Po-Yin Yen, Marcelo A. Lopetegui:
Development of Clinical Information Displays in the Emergency Department: Cognitive Support to Improve Patient Safety. - Arthur L. Gershon, Bilal Zonjy, Curtis Tatsuoka, Kaushik Ghosh, Satya S. Sahoo:
A Flexible Computational Neuroinformatics Workflow for Computing Functional Networks in Epilepsy Neurological Disorder. - Travis R. Goodwin, Michael E. Bowen, Sanda M. Harabagiu:
A Data-driven Method for the Early Identification of Diabetes and Prediabetes. - Tyler Gorham, Steven W. Rust, Jing Yang, James Lin, Richard Hoyt, Swan Bee Liu, Jeffrey Hoffman, Tensing Maa, Yungui Huang, Simon M. Lin:
Vitals Risk Index: A Simplified Pediatric Early Warning Index that Relies Solely on Objective Measures. - Carl J. Grafe, Catherine J. Staes, Kensaku Kawamoto, Matthew H. Samore, R. Scott Evans:
State-level adoption of national guidelines for norovirus outbreaks in healthcare settings: implications for decision support. - Lisa V. Grossman, Rollin R. Reeder, Colin G. Walsh, Devan Kansagara, David K. Vawdrey, Hojjat Salmasian:
Critical Appraisal of Models for Prediction of Readmission (CAMPR): A Quality Tool to Assess Models that Predict Hospital Readmissions. - Erin N. Gustafson, Al'ona Furmanchuk, Jennifer A. Pacheco, Firas H. Wehbe, Kathryn L. Jackson, Abel N. Kho, William K. Thompson, Jonathan Silverberg:
A Machine Learning-Based Approach for Identifying Atopic Dermatitis in Adults from Electronic Health Records. - Shefali Haldar, Sonali R. Mishra, Ari H. Pollack, Wanda Pratt:
Inpatient Perspectives and Information Needs for Error Prevention. - Robert B. Hall, Elly J. Cohen, Thomas P. Bechtold, Susan L. Colen, Karen E. Pierce-Murray, Nhan V. Do, Louis D. Fiore:
Development of a VA Clinical Trial Matching Application (POP CTMatch) to Enhance Clinical Ability to Bring Trials to Veterans. - Saira N. Haque, Shellery Ebron, Erin Mallonee, Laura Dunlap:
Understanding Use of Health IT to support Treatment of Youth with Substance Abuse Disorders using Evidence-Based Practices. - Saira N. Haque, Carsten S. Østerlund, Lawrence M. Fagan:
The Effect of Relational Coordination on Handoff Routines: A Case Study. - Marcelline R. Harris, Frank J. Manion, Hsing-yi Song, Yongqun He, Muhamamd F. Amith, Cui Tao:
From Scoping Review to Metadata: An Evidence-Based Approach to Identifying Informed Consent Metadata for Biorepositories. - Ali Hasnie, Pedro J. Caraballo, Robert R. Freimuth, Iftikhar J. Kullo:
Development & Implementation of a Clinical Decision Support Tool for Familial Hypercholesterolemia. - Peter J. Haug, Jeffrey P. Ferraro, Nathan C. Dean:
Screening the Contribution of Medical Reports to Electronic Diagnostic Systems. - Robert R. Hausam:
Using Modular Reasoning to Improve Classification Performance of the SNOMED CT Ontology With Added Description Logic Features. - Kisha H. Hawthorne, Anthony A. Luberti, Patricia Lee, Erin Sladek:
Facilitators and Barriers to PHR Adoption Experienced by Pediatric Primary Care Providers. - Zhe He, Zhiwei Chen, Sarah Mixon, Jiang Bian:
A Visual Analysis Tool of Qualitative Eligibility Criteria of Clinical Studies. - Harshad Hegde, Alok Sagar Panny, Rajesh H. Koralkar, Amit Acharya:
Quality Improvement Dashboard to Monitor Oral Manifestations of Dysglycemic Patients. - Hossein Hematialam, Wlodek Zadrozny:
Extracting Condition-action Statements in Medical Guidelines. - Sam Henry, Bridget T. McInnes:
Semantic Association for Literature Based Discovery. - David Herion:
An assessment of the contribution of technology on documentation practices in an EHR: evaluation of the introduction of two computer-based tools in a clinical research environment. - Matthew C. Hess, Steve Layfield, Timothy I. Kennell, Seung Park:
The Experience of Students Building an Effective Clinical Data Warehouse for a Free, Student-Run Clinic. - Thu-Trang T. Hickman, Lewis Silletto, Adam Wright:
Upstream Detection of Clinical Decision Support Malfunctions. - Megan Hiestand:
Behavioral Health Provider Perspectives on Health Data Sharing. - Charity A. Hilton, Jon Duke:
A Unified Chart Review Tool Integrating OMOP CDM and Unstructured Data. - Teruyoshi Hishiki, Rie Ichikawa, Jimpei Misawa, Yukihiro Maeda, Akiko Shibuya, Yoshiaki Kondo:
Modeling the Cognitive Diagnostic Process, Mapping Factors Associated with Diagnostic Errors, and Analysis of Measures to Prevent Diagnostic Errors. - Christopher Hollweg:
Data-Driven Mobile Medical Immunization Clinic for Veterans. - Casie E. Horgan, Jessica L. Sturtevant, Charles Bailey, Lindsey E. Petro, Julia A. Fearrington, Juliane S. Reynolds, Jeffrey S. Brown, Jason P. Block:
Standardization of Prescribing Data in PCORnet: RxNorm Concept Unique Identifiers in Multi-Site Research. - Lauren S. Hovey, Rina V. Dhopeshwarkar, Prashila Dullabh:
Data Heterogeneity among CMS Data Assets: Challenges and Opportunities for PCOR. - Jonathan D. Hron:
A Dashboard to Help Clinicians Identify Hospitalized Pediatric Patients at High Risk of Medication Errors. - Hamish HSF., Michael Mugisha, Janise K. Richards, Wayne Chelliah, Joseph Ngenzi, Eric Gaju, Aline Umubyeyi:
A System for Monitoring Stability, Usage and Data Completeness in OpenMRS Electronic Health Records in Rural Rwanda. - Lynn S. Huang, Xufei Zheng, Fang-Chi Hsu, Jianzhao Xu, Maggie C. Y. Ng, Donald W. Bowden, Barry I. Freedman, Jing Su:
Real-world Evidence for Phenotyping Chronic Diabetic Kidney Disease. - Zhongkai Huang, Mihail Popescu:
Semantic Analysis of a Nursing Home EHR for Sensor Data Annotation. - Janet Hui, Rishi Tarar, Sunanda R. McGarvey, Denisha Abrams:
FHIR-ing up electronic Case Reporting. - Vojtech Huser, Cynthia Burke, Minh-Diep Nguyen, Liz Amos:
Annotation of Research Common Data Elements Using Clinical Terminologies. - Eric Y. Hwang, Soyun S. Choi:
Transformation of Disparate Terminology Standards to a Common Model. - Omar A. Ibrahim, Mihail Popescu, James Keller:
Unsupervised Analysis of Activity Patterns in Eldercare Monitoring. - Tochi Iroku-Malize, Barbara Keber:
Clinical Informatics 101 Training in Family Medicine. - Akshay Jain, Mihail Popescu, James Keller:
Linguistic Summarization of Sensor Data Leading to Health Events. - Robert A. Jenders:
Business Process Modeling in the Arden Syntax. - Chao Jiang, Xiaoqian Jiang, Shuang Wang, Diana Guijarro, Elizabeth A. Bell, Imho Jang, Gwangnoh Yun, Masud Rahman, Lucila Ohno-Machado, Hyeoneui Kim:
MALTASE: a Mobile AppLication To improve patients' Access to their data Sharing preferencE. - Xia Jing, Timothy Vickers, Brian Phillips, Kathy Jefford:
Teacher evaluation and its correlated factors: a case study of introductory health informatics education. - Akshat Kapoor, Juhee Kim, Xiaoming Zeng, Andrew G. Anderson:
Identifying Factors Associated with Problem List Omissions in Electronic Medical Records (EMR), to Assess Underdiagnosis in Obesity. - Andrej Kastrin, Thomas C. Rindflesch, Dimitar Hristovski:
Evolution of Research Topics in MEDLINE. - Shogo Kato, Yoshihiko Morikawa, Seiji Mitsui, Takeshi Kuriyama, Takahisa Ogasawara, Kazuyuki Saito, Naohisa Yahagi:
Development and Implementation of Clinical Data Management Tecnology for Clinical Research. - Jessica Ken, Alina Bogdanov, Joe Vasey, Shruti Gangadhar, Richard M. Loomis:
Assessment of Clinical Decision Support Resolution: A Comparison Between a Generic and Targeted CDS Notification. - Pauline Kenly, Luke V. Rasmussen, Andrew Schriever, Faraz S. Ahmad, Kathryn L. Jackson, Richard Chagnon, Theresa L. Walunas, Abel N. Kho:
Challenges impacting data collection from Electronic Health Record (EHR) Systems in Small and Medium sized practices in the Midwest. - Richard C. Kiefer, Luke V. Rasmussen, Jennifer A. Pacheco, Peter Speltz, Joshua C. Denny, William K. Thompson, Jyotishman Pathak, Guoqian Jiang:
Leveraging Value Sets from the Value Set Authority Center (VSAC) in a Standards-Based Clinical Data Repository. - Eugene Y. Kim, Larry A. Nathanson, Evan L. Leventhal, Steven Horng:
Antimicrobial Susceptibility Data Visualization Tool. - Eun-Young Kim, Su-Yeon Park, Na-Yul Kim, Eun-Young Cha, Jae-Gook Shin:
STDMIG-PGx Implementation in Clinical Trials Using Legacy PGx DB. - Eugenie Komives, Shelley A. Rusincovitch, John Paat, Lawrence Carin, Daniel Costello, Michael Gao, Bradley G. Hammill, Ricardo Henao, Nigel B. Neely, Ursula Rogers, Devdutta Sangvai, Mary Schilder, Erich Huang:
Guiding Principles for the Duke Connected Care Predictive Modeling Pilot. - Jejo D. Koola, Aize Cao, Guanhua Chen, Amy Perkins, Samuel B. Ho, Sharon E. Davis, Michael E. Matheny:
Machine Learning Models to Predict Readmission for Patients with Cirrhosis. - Taneya Y. Koonce, Sheila V. Kusnoor, Suzanne T. Hurley, Kalonji M. McClellan, Nunzia B. Giuse:
Combining Social and Behavioral Determinants of Health Questionnaires to Inform Precision Medicine in a Community Health Center Clinic. - Rajesh Koralkar, Elham Sagheb Hossein Pour, Jennifer Meece, Anna Schotthoefer:
Combined approach to Lyme disease surveillance using text mining and structured data elements available in Electronic Health Record. - Günes Koru:
Evaluation and Adoption of Security Standards to Improve Information Security in Healthcare Administration Systems. - Maciej Kos, Christine M. Gordon, Xuan Li, Iman Khaghani Far, Misha Pavel, Holly B. Jimison:
The Accuracy of Monitoring Stress from Wearable Devices. - Samuel J. Kozloff, Miriam H. Muscoplat, Zeke McKinney:
An Exploratory Analysis of the Excessive Administration of Seasonal Influenza Vaccinations in Minnesota. - Shefali Kumar, David Stück, Wei-Nchih Lee, Jessie Juusola, Luca Foschini:
Digital Activity Tracker-Based Behavioral Characteristics Associated with Comorbid Mental Health Illness Symptoms Among Individuals With Diabetes. - Fabrício S. P. Kury, Olivier Bodenreider:
Mapping U.S. FDA National Drug Codes to Anatomical-Therapeutic-Chemical Classes using RxNorm. - Andre W. Kushniruk, Elizabeth M. Borycki:
Rapid Low-Cost Usability Engineering: Can We Demonstrate the Cost-Effectiveness of the Method for Ensuring Usability of Health IT? - Steven E. Labkoff, Christopher Bond, Lee Kallenbach, Nam Nguyen, Shruti Gangadhar, Dan O'Brien:
Reach and Impact of an EHR Pain Care Clinical Decision Support Program. - William A. Lane, Emily Silgard, Spencer Morris:
Substance Use Extraction in Cancer Patients' Clinical Notes. - François-Michel Lang, Dina Demner-Fushman:
New MetaMap Features for Processing Numerical Tables. - Michael E. Lang:
Leveraging Clinical Decision Support Tools to Improve Early Recognition and Treatment of Pediatric Sepsis. - Young Ji Lee, Albert Park, Heidi Donovan, Mary Roberge:
Understanding Ovarian Cancer Symptoms from Patients' Perspective: A Topic Modeling Approach. - Daniel J. Lee, Robert M. Cronin, Kim M. Unertl, Jamie R. Robinson, Katherine Kelly, Shilo H. Anders, Jennifer Wilkens, Gretchen Purcell Jackson:
Meeting Common Health-Related Needs Through a Pediatric Inpatient Engagement Consultation Service. - Mikyoung Angela Lee, Dawn M. Murphy, Suzanne Gillson, Leolin Castillo, Anila Simon:
Predictive Modeling for the Prevention and Surveillance of Adolescent Substance Abuse and its Implications for Nursing. - Jaehoon Lee, Nathan C. Hulse, Stacey Knight:
Analyzing Patient Data Entry Patterns of Free Text based Family History Disease Concepts. - Gondy Leroy, Brianda Armenta Navarrete, Sonia Colina, David Kauchak:
Spanish Text Simplification Using Term Familiarity: Applying Principles from English Text Simplification. - Yuxi Li, Jie Jiang, Yan Zhang, Jianping Li, Yong Huo:
A Pilot Study on the Coverage of ICD and SNOMED CT of Problem List Terminologies Used in a Large Healthcare Institute in China. - Haiqing Li, Eric Jiang, Ajay Shah:
End-to-End solution to improve user experience of tranSMART: From data curation to advanced data analytics. - Victor S. Lin, Andrew Holdaway, Neris Nieves-Robbins, Robert C. Marshall, Keith Solveson, Robert D. Highley, Leilani A. Siaki:
Correlation Between End-User Experience and Clinical Effectiveness of a Clinical Decision Support Tool for the Management of Uncontrolled Hypertension. - Todd Lingren, Yizhao Ni, Eric S. Hall, Matthew Leonard, Eric S. Kirkendall, Kristin Melton:
Integrating Smart Pump Infusion Data with Electronic Health Record Data to Analyze Medication Administration Alerts. - Xinran Liu, Greg McKelvey, James Marquardt, Rosemary M. Grant, David Carlbom:
Using Machine Learning to Predict Hospital Acquired Sepsis. - Fang Liu, Paul A. Fontelo:
Number of Citations of Structured and Unstructured Abstracts in PubMed. - Jing Liu, Laura E. Brown, Judith W. Dexheimer, Stephen Andrew Spooner:
Detection of Weight Data-Entry Errors. - Juan Antonio Lossio-Ventura, William R. Hogan, François Modave, Amanda Hicks, Yi Guo, Zhe He, Mirela Vasconcelos, Jiang Bian:
Building an Obesity and Cancer Semantic Web Knowledge Base. - Jean F. Louis, Guilherme Del Fiol, Rachel L. Richesson:
Characterization of Information Collected from Decision Support Request Forms in Academic Medical Centers. - Chris J. Lu, Destinee L. Tormey, Lynn McCreedy, Allen C. Browne:
Enhancing LexSynonym Features in the Lexical Tools. - Cherie L. Luckhurst:
Current Practices in Integrating Social and Behavioral Data into Patient Care at a VAMC. - Zelun Luo, Alisha Rege, Guido Pusiol, Arnold Milstein, Li Fei-Fei, N. Lance Downing:
Computer Vision-based Approach to Maintain Independent Living for Seniors. - Andrea Mahnke, Gabrielle Falkey, Elise Ewers:
Meaningful Use Stage 3 Safety-Enhanced Design: Third Time's a Charm? New Certification Criteria, Insights and Lessons Learned. - Nilla Majahalme, Stephen Miller, Andrew J. Zimolzak, Jason Vassy:
Repurposing Software Built for Large Clinical Trials for Use in Small Trials. - Vincent J. Major, Alisa Surkis, Yindalon Aphinyanaphongs:
Optimizing Parameters of word2vec for a Text Classification Task. - Vishnu Priya Mallipeddi, Naveed Afzal, Iftikhar J. Kullo, Hongfang Liu, Rajeev Chaudhry, Adelaide M. Arruda-Olson:
Guideline Based Recommended Therapies in PAD Patients Identified by NLP: A Quality Assessment Project. - Jason V. Mancuso, Peter Short, Edumnds Reineks, Elena A. Manilich:
Application of Machine Learning Algorithms for Identification of Contaminated Blood Samples: Accuracy and Validity Examination. - Darren K. Mann, Shan He, Jennifer Nelson, Gary Anderson, Sidney N. Thornton:
Implementing Data Event Triggers with Standard-based Document Exchange to Improve Timely Communication for Referring Providers. - Marina Z. Matatova, Paul Fearn, Eric B. Durbin, Gary Levin, Frank J. Manion, Patrick Mergler:
Evaluation of the Surveillance, Epidemiology, and End Results Data Management System (SEER*DMS) to support the efforts in enhancing U.S cancer surveillance. - Anoop M. Mayampurath, Jonathan Matthews, Samuel L. Volchenboum, Lazaro N. Sanchez-Pinto:
A Data-driven Framework for Sub-Typing Stem Cell Transplant Recipients at Risk for Infection. - Kelsey R. Mayo, Robert J. Carroll, Jason Tan, Rebecca Johnston, Celecia M. Scott, Joshua C. Denny, Paul A. Harris:
HealthPro: An integrated web application for essential health data and biological specimen collection in the Precision Medicine Initiative. - Allison B. McCoy, Adam Wright, Hardeep Singh, Marie Krousel-Wood, Dean F. Sittig:
Electronic Health Record Safety: Identifying Measures for Clinical Decision Support Quality. - Jacquel J. McDonald, Kimberly C. Burress:
Engaging Bedside Nurses in the EHR Change Request Process. - Richard Medford, Siddhartha Srivastava, Gerald Evans:
SMARTenAPP: The Development of a Web-Based Application as an Antimicrobial Stewardship Intervention: A Pilot Project. - José L. V. Mejino Jr., Landon T. Detwiler, Timothy C. Cox, James F. Brinkley:
Cross-species Mapping of Human and Mouse Craniofacial Structures. - Brittany L. Melton, Zoe Lai, Neena Sharma:
Use of an iPad Program to Improve Access to Physical Therapy Services for the Management of Chronic Low Back Pain. - Yujie Meng, Xiaopeng Qi, Songwang Wang, Qiang Chen, Rui Zhang, Huan Zheng:
Research on the Accessibility of Parks Based on GIS in 8 districts of Beijing. - Frank Meng, Craig A. Morioka, Weixia Yu, Nilla Majahalme, Danne C. Elbers, Sergey Goryachev, Nhan V. Do:
An NLP Tool for Boosting Annotation Capture from Clinical Documents. - Elliot G. Mitchell, Matthew E. Levine, David J. Albers, Lena Mamykina:
Reflecting on Diabetes Self-Management Logs with Simulated, Continuous Blood Glucose Curves: A Pilot Study. - Nathanael D. Moore, Brendan Reardon, Eliezer M. Van Allen:
Clinical Informatics for Precision Cancer Medicine: Computational Methods for Interpreting Individual Whole Exome and Transcriptome Tumor Sequence Data. - Danielle L. Mowery, Brent D. Hill, Mingyuan Zhang, Wendy W. Chapman, Lisa A. Cannon-Albright, Jennifer Majersik:
A Comparison of Stroke Classifiers Leveraging Hospital Billing Codes versus Natural Language Processing. - Sukrit Mukherjee:
Developing a Biomedical Information System for the geo-spatial analysis of California Office of Statewide Health Planning and Development (OSHPD) Data among minority population in Los Angeles. - Lisa A. Murie, Eric-Jan Manders, James M. Kariuki, Mahesh Swaminathan, Xenophon Santas:
Global HIV Case Surveillance Using Electronic Medical Records (EMR) Data. - William J. Murphy, Martin M. Yadrick, Rosa K. Hand:
Does Practice Follow Guidelines? Improving Accuracy for Comparison of Structured and Unstructured Text in Medical Records to Expectations. - Stuart Myerburg, Regina Cox:
Vaccine Code Set Management Service Pilot. - Kalindi Narine, Fan Yang, Tanvi Banerjee, Jude Jonassaint, Rita Masese, Nirmish Shah:
Pilot study using wearable and mobile app data in patients with the sickle cell disease to describe and predict pain. - Benjamin E. Nealy, Raja Arul Cholan, Nicholas V. Colin, Bhavaya Sachdeva, Kevin G. Loftis, David A. Dorr:
The Pulse: An Interactive Web-based Application for Tracking Clinical Quality Measure Performance. - Pamela M. Neri, Anuj K. Dalal, Theresa E. Fuller, Dominic Breuer, Awatef Ergai, David W. Bates, James C. Benneyan:
Experiences Implementing a User-Centered Design Process across a Large Patient Safety Learning Laboratory. - Neris M. Nieves-Robbins, Matthew Parry, Andrew Holdaway, Robert C. Marshall, Fredric M. Wolf, Peter Tarczy-Hornoch:
Impact of Predictive Analytics on Clinical Outcomes, Clinical Decision Making, and Healthcare Organization Performance: A Systematic Review. - Tracy S. Nolan, Justin S. Kirby, Fred W. Prior:
Data Management, Sharing, and Citation Strategies in The Cancer Imaging Archive (TCIA). - Matthew E. Nolan, Rodrigo Cartin-Ceba, Pablo Moreno Franco, Brian W. Pickering, Vitaly Herasevich:
The Depth of Historical Electronic Information Seeking by ICU Clinicians. - Daniel T. Nystrom, Heidi Kramer, Marta E. Heilbrun, Charlene R. Weir:
The Relationship between "Reason for Exam", Radiologist' Perceived Unexpected Effort, and the Time to Complete Interpretation. - Louise O'Connor, Peter Haddad, Nilmini Wickramasinghe:
Using Point of Care Systems to Deliver Patient-Centric Care: Lessons from an Australian Case Study. - Hyunkyoung Oh, Sue Moorhead:
Validation of the Knowledge and Self-Management NOC Outcomes for Adults with Diabetes. - Amy L. Olex, Alberto Cano, Bridget T. McInnes:
Parsing MetaMap Files in Hadoop. - Waldo Ortega, Carolina Ibañez, Marcelo A. Lopetegui:
Medication Errors Following a Home-Grown Electronic Health Record Implementation: Identifying and Overcoming Unanticipated Challenges. - Cristina Lucia Feijó Ortolani, Fabio Senne, Alexandre F. Barbosa, Heimar F. Marin:
Information and Communication Technologies Adoption by Healthcare Professionals in Brazil. - Benjamin Orwoll, Konrad Dobbertin, Michael A. Savin, David A. Dorr, Peter Graven:
Sepsis Risk Stratification among the CMS Oncology Care Payment Model Population. - Aaron Ostrovsky, Daniel M. Stein, Brett Simon, Justin McManus, Alexander F. Stevens, Marcia Levine, Peter D. Stetson:
Implementing a Real-Time Location System (RTLS) at an Ambulatory Oncology Surgical Center. - Bunyamin Ozaydin, Sue S. Feldman, Laura J. McNeill, Amanda D. Dorsey, Meg Bruck, Eta S. Berner:
Innovative Approaches in Informatics Education. - Jennifer A. Pacheco, Agnes S. Sundaresan, Kenneth M. Borthwick, Sergio E. Chiarella, David T. Coleman, Andy Yizhou Wu, Abel N. Kho, M. Geoffrey Hayes, Marc S. Williams:
Portable Precision Phenotype Algorithm for Chronic Rhinosinusitis. - Sheetal Mangesh Pandrekar:
Towards Spatial Analysis of Opioid Abuse Using Twitter. - Heekyong Park, Taowei David Wang, Vivian S. Gainer, Victor M. Castro, Shawn N. Murphy:
Building Better Timeline Interactions for Patient Chart Reviews. - Albert Park, Mike Conway:
Identifying Health Interests of the General Public using Reddit. - Ethan Park, Diana Guijarro, Imho Jang, Stephen Trac, Nansu Zong, Hyeoneui Kim:
Explorative Analyses on Indexing OMOP based Clinical Datasets with DATS. - Joongheum Park, Liana Tascau, Adler J. Perotte:
Lessons Learned from the Conversion of MIMIC3 to the OHDSI Common Data Model. - Sharidan K. Parr, Shuanghui Luo, Sina Madani, S. Trent Rosenbloom:
Assessment of Laboratory System-Assigned LOINC Codes for Common Tests. - Matthew Parry, Neris Nieves-Robbins, Keith Solveson, Eric A. Shry:
Validating Vector Representations of ICD Diagnoses Using Readmission Prediction and Dissimilarity Testing: A Pilot Study. - Chase R. Parsons, Jonathan D. Hron, Fabienne C. Bourgeois:
The Adolescent Patient Portal: Are we meeting the needs of our most connected patients? - Chintan Patel, Nickolas Whiting, Aamir M. Bhat, Mir Suhail, Priya Menon, Shweta Mishra, Sharib A. Khan:
America Walks, a Cross-platform Mobile ResearchKit Study of Walking Behavior Based on Passive Step Tracking. - Olga V. Patterson, Scott L. DuVall:
For the Common Good: Sharing Data Extracted from Text. - Andréa P. S. Pelogi, Ivan Torres Pisa, Alissa P. Penteado, Claudia Galindo Novoa Barsottini:
Distance Learning as a Strategy for the Education of Health Informatics Professionals: Possibilities and Challenges. - Lee B. Peters, Olivier Bodenreider:
RxNav 2.0 - A web-based, mobile-responsive RxNorm browser. - Marius Petruc, Mihail Popescu:
Assessing Inter-Hospital Clinical Processes Variability with Process Mining. - Andrew B. Phillips, Margarita Sordo, Ruth Palan Lopez, Jacqueline Merrill:
Developing a Framework for Evaluating Influencers of Frailty in Aging. - Le T. Phong, Xiaoqian Jiang, Shuang Wang:
A Simple and Efficient Method for Private Exact Matching. - Edgar A. Rios Piedra, Iren Orosz, Mary Zide, Suzie M. El-Saden, Ricky K. Taira, Alex A. T. Bui, William Hsu:
A Usability Study to Evaluate the Impact of a Novel Automated Brain Tumor Assessment Application. - Jose Pineda, Lina Bouayad:
Presentation of Clinical Pathways for Improved Provider-Patient Shared Decision Making. - Andrew Placona, Fengjuan Wang, Shantanu Phatakwala, Nick Toure:
Data Munging Tricks Can Build Better High Risk Maternity Predictive Models. - A. Pozhitkov, Srinivas Bolisetty, Fortino Martinez, Karthik Honnavali, Tarrah Kirkpatrick, Milad Guirgus, Ramesh Rout, Ajay Shah, Raju Pillai:
A comprehensive Variant Analysis System for Molecular Pathology. - Marco Prenassi, Pierluigi D'Antrassi, Lorenzo Rossi, Sergio Barbieri, Simona Mrakic-Sposta, Sara R. Marceglia:
Mobile system to gather patient-generated data in Parkinson's Disease treatment. - Yuri Quintana, Eduardo Martotell, Darren Fahy, Charles Safran:
Promoting adherence to antiretroviral therapy in HIV-infected patients using mobile phone text messaging technology. - Satyajeet Raje, Ravi Teja Bhupatiraju, Abdelrahman Hosny, Ben Busby:
MeSHgram: An Open Source Tool to Visually Browse Co-occurrence of MeSH Terms in PubMed. - Harley Z. Ramelson:
Reducing Uncoded Allergy Information in the Electronic Health Record. - Pavani Rangachari:
Setting the Stage for Implementing an EHR-Integrated Social Knowledge Networking (SKN) System on Medication Reconciliation: Phase 1 Results. - Luke V. Rasmussen, Andrew Schriever, Pauline Kenly, Dejan Jovanov, Stephen D. Persell, Theresa L. Walunas, Abel N. Kho:
Use of the popHealth Open-Source Quality Measure Engine to Support Cardiovascular Care at Small- and Medium-Sized Practices. - Ryan J. Rasmussen, Jane M. Carrington:
Exploring Barriers to the use of Electronic Health Records in the Trauma Room Using a Cognitive Work Analysis. - Taylor L. Read, Sarah A. Collins, Neelima Karipineni, Mahesh Shanmugam, Saverio M. Maviglia, J. Perren Cobb, Roberto A. Rocha:
Evaluation of EHR Tools to Decrease Data Entry Burden for Researchers. - Blaine Reeder, Mustafa Ozkaynak, Mary Beth Flynn Makic, Karen Sousa:
Examining Nurses' Use of Electronic Health Records to Document Symptoms in Acute Care Settings. - Ruth M. Reeves, Nancy H. Gentry, Fern FitzHenry, Glenn T. Gobbel, Michael E. Matheny:
Natural Language Data Sampling: Principles & Strategies in Corpus Selection. - Debra Revere, Partha Mukherjee, David Kauchak, Gondy Leroy:
Creating a Corpus Resource for Text Simplification R & D. - Pedro Rivera, Megan J. Hoopes, Stuart Cowburn, Jon Puro:
Family Data Linkage Methods Using EHR Data. - Jamie R. Robinson, Lisa Bastarache, Robert J. Carroll, Elizabeth A. Scoville, David A. Schwartz, Joshua C. Denny:
Sub-Phenotyping of Crohn's Disease Using a Large Electronic Record Cohort. - Jacee Robison, Jia-Wen Guo:
Critical Factors for Developing a Personalized Warfarin Dosing Protocol: A Scoping Review Analysis. - Roberto A. Rocha, Priyaranjan Tokachichu, Margarita Sordo, Christopher J. Vitale, David H. Dubois, Saverio M. Maviglia:
Towards the Effective Management of EHR Configuration Integrity. - Mindy K. Ross, Javier Sanz, Douglas S. Bell:
Automated Extraction of Pediatric Obese and Allergic Related Asthma Phenotypes from the Electronic Health Record. - Justin F. Rousseau, Ivan K. Ip, Ali S. Raja, Vlad Valtchinov, Jeremiah D. Schuur, Ramin Khorasani:
Can Automated Retrieval of Data from Emergency Department Physician Notes Enhance Radiology Order Entry Process? - Khawllah Roussi, Karen Dunn Lopez, Barbara Di Eugenio, Andrew D. Boyd:
Physician negation of nursing concepts in the electronic health record. - Kerry Rowe:
Oncology Precision Network. - W. Cliff Rutter, David S. Burgess:
Development of an Automated Annual Cumulative Susceptibility Reporting Process. - Borim Ryu, Nari Kim, Eunyoung Heo, Sooyoung Yoo, Seyoung Jung, Yoojung Kim, Joongsik Lee, Jeong-Whun Kim:
MyHealthKeeper: Clinical Trial of Personal Health Record-Based Healthcare Management. - Virginia K. Saba, LuAnn Whittenburg:
Innovative Method for Measuring Nursing Workload. - Inkeri Saiku, Yalini Senathirajah, Elizabeth M. Borycki, Andre W. Kushniruk, Upasana Malik, Jinglu Wang:
Remote Usability Testing Method for an EHR Platform. - Hojjat Salmasian, Eric Venker, Emilia Hermann, Iheanacho O. Emeruwa, Dnaiel Farrell, Jason S. Adelman:
Anticoagulation Safety Risk Assessment: Evaluating compliance with an anticoagulation protocol through secondary use of EHR data. - Abhivyakti Sawarkar, Alfred Sorbello, Anna Ripple, Olivier Bodenreider:
Detecting Adverse Drug Event Safety Signals from MEDLINE Reports: Challenges in Employing Cross-terminology Mapping of MeSH to MedDRA. - Courtney Segal, Cynthia LeRouge, Liz Kellogg, Elizabeth Austin, Danielle C. Lavallee:
Development of a Conceptual Model for Clinical Deployment of e-Patient-Reported Outcomes. - Diane L. Seger, Adrian Wong, Mary G. Amato, Sarah P. Slight, Patrick E. Beeler, Olivia Dalleur, Tewodros Eguale, Christine A. Rehr, Julie M. Fiskio, Karen C. Nanji, David W. Bates:
Evaluating the Appropriateness of Medication Related Clinical Decision Support Alert Overrides in the Inpatient and Outpatient Settings. - Emre Sezgin, Koushik Jinna, Tran Bourgeois, Soheil Moosavinasab, Yungui Huang, Simon M. Lin:
DeepSuggest: Query Expansion for Clinical Notes by Deep Learning. - Jason S. Shapiro, Anton O. Beitia, Tina Lowry, Daniel J. Vreeman, Bradley Delman, George T. Loo, Frederick L. Thum:
Mapping CT Codes from a Health Information Exchange to LOINC. - Shiwen Shen, Alex A. T. Bui, William Hsu:
Robust Lung Nodule Classification using 2.5D Convolutional Neural Network. - Feichen Shen, Sijia Liu, Yanshan Wang, Liwei Wang, Naveed Afzal, Hongfang Liu:
Accelerating Rare Disease Diagnosis with Collaborative Filtering. - Akiko Shibuya, Tsuneo Yamada, Jimpei Misawa, Yukihiro Maeda, Rie Ichikawa, Teruyoshi Hishiki, Yoshiaki Kondo:
An approach for preventive healthcare for elderly people in Japan using an information and communication technology-based system. - Scott Siegel, Agyeiwaa O. Agyei, Anis Davoudi, Patrick James Tighe, Parisa Rashidi:
Anesthesia Instrument Recognition System. - Rizwan Siwani:
An Observational Study of Clinical Application Downtimes in an Electronic Health Record. - Stacey Slager, Teresa Taft, Daniel T. Nystrom, Bryan Smith Gibson, Charlene R. Weir:
Do They Talk About Risk? An exploratory study for developing tools to prevent delirium in older hospitalized patients. - Sarah P. Slight, Diane L. Seger, Christine A. Rehr, Sabrina A. Fowler, Elizabeth R. Silvers, Adrian Wong, Mary G. Amato, Nivethietha Maniam, Michael Swerdloff, David W. Bates:
Health Care Providers' Experiences of Moving from a Home-grown EHR system to a Commercial system. - Crystal Snare, Julie Simon, Rita Altamore, Kim Peifer:
HIPAA and eCR: Are you sharing the 'minimum necessary'? - Shao Ling Soh, Sze Nga Wong, Ethan Park, Diana Guijarro:
Metadata Mapping Challenges in bioCADDIE. - Sunghwan Sohn, Young J. Juhn, Sungrim Moon, Chung-Il Wi, Katherine S. King, Euijung Ryu, Hongfang Liu:
Bayesian Prediction of Asthma Exacerbation in Children. - Brinda Somasundaram:
Mining Associations between Drug Abuse, Age, and Suicide Attempts Brinda Somasundaram, MS. George Mason University, Fairfax, Virginia. - Margarita Sordo, Benjamin J. Gross, Priyaranjan Tokachichu, Christopher J. Vitale, Saverio M. Maviglia, Roberto A. Rocha:
Exploration of Semantic Expressions to Define Classification Rules. - Fábio Rezende de Souza, Márcia Ito, Maíra Gatti de Bayser:
Multi-Agent System Architecture to Measure Patient Engagement Based on Automatic Patient Authored Text Analysis. - Peter Speltz, Luke V. Rasmussen, Richard C. Kiefer, Jennifer A. Pacheco, William K. Thompson, Guoqian Jiang, Jyotishman Pathak, Joshua C. Denny:
The Phenotype Execution and Modeling Architecture: A Roadmap Towards Next-generation Phenotyping Using EHRs. - Daniel M. Stein, Rimma Belenkaya, Erdeta Bani, Olga Strachna, Peter D. Stetson:
Essential Components of a Patient Engagement Platform for Comprehensive Cancer Care. - Kevin U. Stephens, Rachelle E. Toman:
Technology Integration Officer: A New Residency Leadership Position. - Samantha Stonbraker, Sheyla Richards, Mina Halpern, Suzanne Bakken, Rebecca Schnall:
Content for Visualizations to Enhance HIV-Related Communication Between Patients and Health Care Providers. - Norman E. Stone, Steven Kator, Roger Price, Leann Roling, Crystal Baum, Kim Heermann-Do, Margaret Donahue, Lauren Thompson:
Selection and On-boarding of Health Information Exchange Partners: The DoD and VA Approach. - Olga Strachna, Erdeta Bani, Daniel M. Stein, Peter D. Stetson:
Operationalizing Patient Generated Data Collection through Engagement and Iterative Visualization Design. - Yohan Sumathipala, Vojtech Huser:
Trend Analysis of EHR Events to Facilitate Hypothesis Generation and Data Quality Assessment. - Simon Suster, Walter Daelemans:
Clinical Machine Comprehension Using Case Reports. - Rajeswari Swaminathan, Yungui Huang, Katherine Miller, Matthew Pastore, Sayaka Hashimoto, Theodora Jacobson, Danielle Mouhlas, Simon M. Lin:
Sharing exome sequencing data between Clinical Sequencing Labs and Healthcare Providers. - Lingyi Tang, Yaoyun Zhang, Hua Xu:
Identifying Disease Hierarchical Relation with Concept Embeddings and Distant Supervision. - Shiqiang Tao, Steve K. Roggenkamp, Guo-Qiang Zhang:
A Practical Scientific Workflow of Sharing Large Selected Dataset from Clinical Research Data Repository. - Asba Tasneem, Karen Chiswell, Brian J. McCourt, Matt Gross, Eric D. Peterson, Michael J. Pencina:
Developing a framework for a comprehensive data sharing program. - Stuart J. Taylor, Travis R. Goodwin, Sanda M. Harabagiu:
An Evaluation of Syntactic Dependency Parsers on Clinical Data. - Sidney N. Thornton, Shan He, Darren K. Mann, Iona M. Thraen, Matt S. Hoffman, Wu Xu:
Overcoming Policy and Operational Challenges for Health Data Exchange Using a Validation Service for Patient to Provider Relationships. - Margaret M. Thorsen, Indra Neil Sarkar, Elizabeth S. Chen, Elaine Fontaine, Gregory Walker, Megan L. Ranney:
Assessing Data Quality within Health Information Exchanges: A Case Study for Supporting Emergency Department Research. - Clare L. Tolley, Neil Watson, Andrew Heed, Andrew K. Husband, David W. Bates, Sarah P. Slight:
Customization of a commercial CPOE system to improve patient safety. - Sophie Tu, Bin Zhou, Da Wei Huang, Roland Schmitz, George Wright, Louis Staudt, Calvin A. Johnson:
A Random Forest Model for Detecting Somatic Mutations from Unpaired Cancer Samples. - Bengisu Tulu, Nicolas Adami-Sampson, Trivani J. Shahi, Nicholas Shannon, Leif A. Waugh, Drew C. Wethern, Nancy Byatt, Tiffany A. Moore Simas, Kathleen Biebel:
A Decision Support Tool to Help Providers Address Perinatal Depression. - Joseph R. Utecht, Jonathan P. Bona, Mathias Brochhausen:
Creating RDF Data on Trauma Care Organizations from Questionnaires. - Gary Vargas, Spyros Kitsiou, Ben S. Gerber:
Systematic Evaluation of Smartphone Applications on Spinal Cord Injury Self-Management. - Christopher J. Vitale, Priyaranjan Tokachichu, Daniel Kim, Margarita Sordo, Saverio M. Maviglia, Roberto A. Rocha:
Representation and Validation of Reference Content Sources Within a Commercially Available Knowledge Management System. - Lisa M. Vizer, Daniel I. Kaufer:
Toward Integrated Memory Assessment in Primary Care. - Jonathan S. Wald, Elana Toschi, Garry M. Steil, Howard Wolpert, Christine Slyne, Tara MacNeil, Astrid Atakov-Castillo, Stephanie Edwards, Jennifer R. Webb, Alexa Ortiz, Maria Alva, Robert D. Furberg, Medha Munshi:
A Diabetes Management Platform to Reduce Severe Hypoglycemia in Older Adults with Type 1 Diabetes. - Rosalie G. Waller, Todd M. Darlington, Myke Madsen, Robert Klein, Steven Lipkin, Celine M. Vachon, Nicola Camp:
Novel Pedigree Analysis Allows for Genetic Heterogeneity to Aid in Gene Discovery for Common, Complex Diseases. - T. Cameron Waller, Jared Rutter, Alexander Lex:
Visual Exploration of Metabolic Networks to Provide Context for Metabolic Profiling in Precision Medicine. - Yue Wang, Jian Tang, V. G. Vinod Vydiswaran, Kai Zheng, Hua Xu, Qiaozhu Mei:
Matching Consumer Health Vocabulary with Professional Medical Terms Through Concept Embedding. - Xuan Wang, Lujie Chen, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky, Artur Dubrawski:
Utility of Anti-hypertension Prescription Orders in Predicting Future Hypertensive Instability Events. - Yanshan Wang, Naveed Afzal, Liwei Wang, Feichen Shen, Hongfang Liu:
Semantic Representations of Medical Terms: A Comparison Study of Word Embeddings Trained on Clinical Notes and PubMed Articles. - Walter Wang, Yindalon Aphinyanaphongs:
Neural Network Word Embeddings for Text Classification of MeSH terms. - Emily C. Webber, Phillip Cadle, Cara Willey, Michael Schwarz, Rebecca Rose:
Come Together: a multi-hospital transition in reporting strategy from untethered databases to integrated warehouse solutions. - Emily C. Webber, Ellen Klink, Andrew O'Brien, Courtney Hines:
Resident physician efficiency in the electronic medical record (EMR): sustaining improvements. - Emily C. Webber, Wanita Kumar, Jeff Aldrich, Cara Willey, Erika Green, Zachary N. Gordon, Matthias Kochmann, Dan Seitz, Jason Schaffer:
Measures of improvement: combining satisfaction survey and time measures to identify impactful optimization. - Duo Helen Wei:
Using Statistical Models to Predict Senior Patients' Use of Smartphone Apps for Managing Parkinson's Disease - A Preliminary Study from A Service Learning Project. - Wei Wei, Zhanglong Ji, Lucila Ohno-Machado:
Using a Convolutional Neural Network for Automatic Medical Subject Headings (MeSH) Assignment. - Wei-Hung Weng, Kavishwar B. Wagholikar, Henry Chueh:
Computing Performance Analysis on Clinical Document-level Classification. - S. West, Jacqueline Amoozegar, Mahima Ashok, Joshua E. Richardson, Barry H. Blumenfeld, Susan Lumsden, Catherine Cravens:
Developing an Evaluation Plan for Nationwide Data Infrastructure Programs. - Jonathan Wickes, Hyeoneui Kim, Hyun-Dae Kim, Jihoon Kim, Wenhong Zhu, Lucila Ohno-Machado, Olivier Harismendy:
Project A-G-T-C: Adding Genetic Test data in Clinical data warehouse. - Aaron Wild, Erik Anderson, Natalie A. Lockney, Suchit Patel, Robert Samstein, Amy Xu, Keri Martin, Aaron Ostrovsky, Chhavi Kumar, Daniel M. Stein:
Secure Text Messaging System to Improve Workflow Efficiency and Provider Satisfaction in Administration of Radiation Therapy. - Thomas M. Wilkinson, Rennie Ferguson, Daniel Murphy, Adrianna Evans, Susan Henderson:
Data Cleaning for Peace Corps' Population Health Surveillance. - Dana M. Womack, Michelle R. Hribar, Paul Gorman:
Exploration of Contextual Digital Data as a Source of Patient Safety Insight. - Kyungmi Woo, Dawn Dowding:
Factors Affecting the Decision of Heart Failure Patients to Accept Telehealth Services in the Home: An Integrative Review. - Patrick Wu, Joshua C. Denny, Wei-Qi Wei:
A Phenome-Wide Association Study (PheWAS) of Iron Deficiency in a Large Electronic Health Record Database. - Danny T. Y. Wu, Seung-Hyun B. Ko, Chirs A. Feak:
Toward Reading Comprehension of Online Health Information: An Initial Annotation. - Di Wu:
Classification method of dental electronic health record data potentially improves precision treatment. - Jun Xu, Yonghui Wu, Yaoyun Zhang, Qiang Wei, Hua Xu:
Detecting Contradictory and Consistent Citations in Biomedical Literature. - Peter Yan, Fei Wang, Ramin Zabih, Zachary M. Grinspan:
Evaluation of Automated Spectrographic Seizure Detection Using Scale Invariant Feature Transform and Support Vector Machines. - Jianji Yang, Theodore B. Wright, James Morrison:
Preliminary Study of the Portability of an Automated Text Categorization Model to Identify Unsuspected Lung Nodule Findings in Radiology Reports. - Sunmoo Yoon, Niurka M. Suero-Tejeda, Robert J. Lucero, Suzanne Bakken:
Visualizing Social Support Mechanisms in English and Spanish Tweets to Meet Self-Management Needs of Family Dementia Caregivers. - Sean C. Yu, Courtney L. Hebert, Albert M. Lai, Justin Smyer, Jennifer Flaherty, Julie Mangino, Susan D. Moffatt-Bruce:
Novel Visualization of Clostridium Difficile Infection in Intensive Care Units. - Kun-Hsing Yu, Nathan P. Palmer, Isaac S. Kohane:
Subtype Discovery for Autism Spectrum Disorder by Comorbidity Analysis. - Marianne Zachariah, Carina V. Hampp, Ruby Wan, Amanda L. Do, Douglas S. Bell:
Utilizing EHR-based Recruitment Methods. - Yuqun Zeng, Yanshan Wang, Feichen Shen, Sijia Liu, Liwei Wang, Majid Rastegar-Mojarad, Xusheng Liu, Hongfang Liu:
Recommending education materials for diabetic questions using information retrieval approaches. - Yili Zhang, Pratik Tamakuwala, Günes Koru:
Towards Improving the Quality of Medicaid Data: Identifying Data Defects in a Large Healthcare Administration System. - Hansi Zhang, Yunpeng Zhao, Christopher Wheldon, Xinsong Du, Terrell Brown, Yi Guo, Stephanie Staras, Jingcheng Du, Cui Tao, Jiang Bian:
A Twitter Study of the Relationship between the Geographic Variations of HPV Vaccination Rates and Online Information in the United States. - Yongkang Zhang, Mark Diana, Allison B. McCoy:
Effects of Clinical Decision Support Implementation on Clinical Guideline Compliance. - Yaoyun Zhang, Hee-Jin Lee, Yonghui Wu, Hua Xu:
Evaluating Word Embeddings from Multiple Domains for Symptom Recognition in Psychiatric Notes. - Mengnan Zhao, Christopher C. Yang:
Detecting Off-label Uses of Prescription Drugs with Meta-Path-Based Mining. - Xinyan Zhao, V. G. Vinod Vydiswaran:
HyDeXT: A Hybrid De-identification and Extraction Tool for Health Text. - Chengyi Zheng, Wei Yu, Fagen Xie, Wansu Chen, Cheryl Mercado, Lina Sy, Lei Qian, Sungching Gleen, Hung Fu Tseng, Jonathan Duffy, Lisa A. Jackson, Matthew F. Daley, Brad Crane, Huong McLean, Steven Jacobsen:
The use of NLP to identify Tdap related local reaction at five health care systems in the Vaccine Safety Datalink.
Student Design Challenge
- Timothy Bergquist, Ronald W. Buie, Kevin Li, Pascal S. Brandt:
Heart on FHIR: Integrating Patient Generated Data into Clinical Care to Reduce 30 Day Heart Failure Readmissions. - Kevin Blansit, Rebecca A. Marmor, Beiqun Zhao, Dan Tien:
Voice Enabled Framework to Support Post-Surgical Discharge Monitoring. - Regina Casanova-Perez, Catharine I. De Freitas, Pierre G. Padilla, Yong Kyung Choi:
Home Behavior Monitoring Module in OpenEMR: Use of home sensors as Patient-Generated Data (PGD) for elderly care. - Gabrielle Choonoo, Mitzi Boardman:
Stand and Move at Work. - Lisa V. Grossman, Elliot G. Mitchell:
Visualizing the Patient-Reported Outcomes Measurement Information System (PROMIS) Measures for Clinicians and Patients. - Angela Smith, Ada Ng, Eleanor R. Burgess, Jennifer A. Pacheco, Noah D. Weingarten:
Sensi-steps: Using Patient-Generated Data to Prevent Post-stroke Falls. - Jane Wang, Shannon Wongvibulsin, Katharine Henry, Saki Fujita:
Quantifying and Visualizing Medication Adherence in Patients Following Acute Myocardial Infarction.
Systems Demonstration
- José Luis Ambite, Lily T. Fierro, Florian Geigl, Jonathan Gordon, Gully A. P. C. Burns, Kristina Lerman, Jeana Kamdar, Crystal Stewart, Avnish Bhattrai, Xiaoyu Lei, Sumiko Abe, John D. Van Horn:
The BD2K Training Coordinating Center's Data Science Education Platform. - Liz Amos, Christophe Ludet, Lisa Lang, Vojtech Huser:
Systems Demonstration: NIH Common Data Elements Repository. - Dominik Aronsky, Dirk Wenke, Priyaranjan Tokachichu, Christopher J. Vitale, Margarita Sordo, Saverio M. Maviglia, Roberto A. Rocha:
CKMS - An Integrated System for Managing Institutional Clinical Knowledge Assets. - Suresh K. Bhavnani, Archana Ayyaswami, Tianlong Chen, Shyam Visweswaran, Gowtham Bellala, Kevin E. Bassler:
Vicinity Exploration: Enabling User-Driven Visual Search of Multiple Machine Learning Models for Precision Medicine. - Olivier Bodenreider, Lee B. Peters:
RxMix - Use of NLM drug APIs by non-programmers. - Kristen Browne, Anne Altemus:
NLM3D: an Open-Source Library of Medical-Imaging-derived 3D Polygonal Models for Use in Public Health, Medical and STEM Applications. - John B. Coles, Brett F. Cropp, Michael Moskal, Jacob Fijas, Jacob Ekstrum:
Person-Centric vs. Problem-Centric: Data-driven Heuristics for using Machine Learning to Improve Health Outcomes. - Caitlin M. Cusack:
Improving the Care of Women through Health Information Technology. - Gregory P. Finley, Benjamin C. Knoll, Reed McEwan, Genevieve B. Melton, Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov:
AMICUS: A Metasystem for Interoperation and Combination of UIMA Systems. - Timothy Hnat, Syed Monowar Hossain, Nasir Ali, Simona Carini, Tyson Condie, Ida Sim, Mani B. Srivastava, Santosh Kumar:
mCerebrum and Cerebral Cortex: A Real-time Collection, Analytic, and Intervention Platform for High-frequency Mobile Sensor Data. - Andrew J. Holdaway, Chris Nichols, Eric A. Shry:
Enterprise Level Data Restructuring in the Military Health System - Building the Foundation for Optimization and Advanced Analytic Capability. - Kensaku Kawamoto, Benjamin S. Brooke, Guilherme Del Fiol, Charlene R. Weir:
SMART on FHIR Apps from the University of Utah Interoperable Apps and Services (IAPPS) Initiative: Extending the EHR to Optimize Patient Care. - Jeffrey G. Klann, Kavishwar B. Wagholikar, Lori C. Phillips, Matthew A. Joss, Shawn N. Murphy:
Web-Service-Enabled Apps for Research: SMART-on-FHIR for OMOP and PCORNet. - Edwin A. Lomotan, Robert McCready, Steven Bernstein:
CDS Connect: A New National Repository for Clinical Decision Support Knowledge Artifacts. - Shervin Malmasi, Nicolae L. Sandor, Naoshi Hosomura, Matt Goldberg, Stephen Skentzos, Alexander Turchin:
Canary: An Information Extraction Platform for Clinical Researchers. - Joshua C. Mandel, David A. Kreda:
Sync for Science (S4S): Helping patients share EHR data with research. - Katherine Miller, Rajeswari Swaminathan, Soheil Moosavinasab, Robert Strouse, Matthew Bailey, Yungui Huang, Simon M. Lin:
Genome Dashboard: An Interactive Tool for the Exploration of Human Genomic Variants and Phenotypic Associations. - Andrew Muth, Christopher Hollweg, Pamela Garcia-Filion, Michael Smith, Hamed Abbaszadegan:
Fall Prevention and Fire Departments. - Christopher Ochs, James Geller, Yehoshua Perl:
Applications of the Ontology Abstraction Framework. - Philip R. O. Payne, Mark Vance, Peter J. Embí:
A Scalable Approach to Federating Distributed Data: The Avec® Platform. - Andrea H. Ramirez, Anthony A. Philippakis, Gonçalo R. Abecasis, Paul A. Harris, Joshua C. Denny:
The All of Us Research Program Researcher Portal: Innovative access to Unprecendented Data. - Luke V. Rasmussen, Casey L. Overby:
DocUBuild: A Collaborative System to Enhance Dissemination and Discovery of Genomic Clinical Content. - Blaine Y. Takesue, Maureen Harrington, Bradley Allen, Debra Litzelman, Paul R. Dexter:
Creating a Cluster of Preclinical Lessons Using Pharmacogenomic-Focused Patient Case Presentations. - Hua Xu, Ergin Soysal, Jingqi Wang, Min Jiang, Yonghui Wu:
CLAMP - A User-Centric Clinical Natural Language Processing Toolkit.
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