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Maxim Topaz
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2020 – today
- 2024
- [j23]Maryam Zolnoori, Sridevi Sridharan, Ali Zolnour, Sasha Vergez, Margaret V. McDonald, Zoran Kostic, Kathryn H. Bowles, Maxim Topaz:
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare. J. Am. Medical Informatics Assoc. 31(2): 435-444 (2024) - 2023
- [j22]Maryam Zolnoori, Ali Zolnour
, Maxim Topaz:
ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia. Artif. Intell. Medicine 143: 102624 (2023) - [j21]Ali Zolnour, Christina E. Eldredge, Anthony Faiola, Yadollah Yaghoobzadeh
, Masoud Khani
, Doreen Foy, Maxim Topaz, Hadi Kharrazi
, Kin Wah Fung, Paul A. Fontelo, Anahita Davoudi, Azade Tabaie, Scott A. Breitinger, Tyler S. Oesterle, Masoud Rouhizadeh, Zahra Zonnor, Hans Moen, Timothy B. Patrick, Maryam Zolnoori:
A risk identification model for detection of patients at risk of antidepressant discontinuation. Frontiers Artif. Intell. 6 (2023) - [j20]Mollie Hobensack, Jiyoun Song, Danielle Scharp, Kathryn H. Bowles, Maxim Topaz:
Machine learning applied to electronic health record data in home healthcare: A scoping review. Int. J. Medical Informatics 170: 104978 (2023) - [j19]Maryam Zolnoori, Yolanda Barrón
, Jiyoun Song
, James Noble
, Julia Burgdorf
, Miriam Ryvicker, Maxim Topaz:
HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare. Int. J. Medical Informatics 177: 105146 (2023) - [j18]Sena Chae
, Anahita Davoudi
, Jiyoun Song
, Lauren Evans
, Mollie Hobensack
, Kathryn H. Bowles
, Margaret V. McDonald
, Yolanda Barrón
, Sarah Collins Rossetti
, Kenrick Cato
, Sridevi Sridharan
, Maxim Topaz
:
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. J. Am. Medical Informatics Assoc. 30(10): 1622-1633 (2023) - [j17]Maryam Zolnoori, Sasha Vergez, Sridevi Sridharan, Ali Zolnour, Kathryn H. Bowles, Zoran Kostic, Maxim Topaz:
Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings. J. Am. Medical Informatics Assoc. 30(10): 1673-1683 (2023) - [j16]Jiyoun Song
, Se Hee Min, Sena Chae
, Kathryn H. Bowles, Margaret V. McDonald, Mollie Hobensack
, Yolanda Barrón, Sridevi Sridharan, Anahita Davoudi, Sungho Oh
, Lauren Evans, Maxim Topaz:
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. J. Am. Medical Informatics Assoc. 30(11): 1801-1810 (2023) - [c42]Scott M. Sittig, Maxim Topaz, Günes Koru:
Introduction to the Minitrack on Leveraging IT, AI and Data Science for Healthcare Beyond the Hospital: Learning from Scientific, Operational, and Business Perspectives. HICSS 2023: 3085 - [c41]Zidu Xu, Jiao Li, Maxim Topaz:
ElCombo: Knowledge-based Personalized Meal Recommendation System for Chinese Community-dwelling Elders. ICHI 2023: 478-479 - 2022
- [j15]Aviv Y. Landau
, Ashley Blanchard
, Kenrick Cato, Nia Atkins, Stephanie Salazar, Desmond Upton Patton, Maxim Topaz:
Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study. J. Am. Medical Informatics Assoc. 29(3): 512-519 (2022) - [j14]Aviv Y. Landau
, Susi Ferrarello, Ashley Blanchard
, Kenrick Cato, Nia Atkins, Stephanie Salazar, Desmond Upton Patton, Maxim Topaz:
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions. J. Am. Medical Informatics Assoc. 29(3): 576-580 (2022) - [j13]Mollie Hobensack
, Marietta Ojo, Yolanda Barrón, Kathryn H. Bowles, Kenrick Cato, Sena Chae
, Erin E. Kennedy, Margaret V. McDonald, Sarah Collins Rossetti
, Jiyoun Song
, Sridevi Sridharan, Maxim Topaz:
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians. J. Am. Medical Informatics Assoc. 29(5): 805-812 (2022) - [j12]Jiyoun Song
, Mollie Hobensack
, Kathryn H. Bowles, Margaret V. McDonald
, Kenrick Cato, Sarah Collins Rossetti, Sena Chae
, Erin E. Kennedy
, Yolanda Barrón, Sridevi Sridharan
, Maxim Topaz
:
Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care. J. Biomed. Informatics 128: 104039 (2022) - [c40]Sena Chae, Jiyoun Song, Yolanda Barrón, Kathy Bowles, Margaret V. McDonald, Sarah Collins Rossetti, Kenrick Cato, Mollie Hobensack, Lauren Evans, Maxim Topaz:
Heart Failure Patient Characteristics and Symptoms Documented in Home Health Care Clinical Notes are Associated with Emergency Department Visits and Hospitalizations. AMIA 2022 - [c39]Mollie Hobensack, Jiyoun Song, Sena Chae, Erin E. Kennedy, Maryam Zolnoori, Kathy Bowles, Margaret V. McDonald, Lauren Evans, Maxim Topaz:
Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare. AMIA 2022 - [c38]Jiyoun Song, Maryam Zolnoori, Danielle Scharp, Sasha Vergez, Margaret V. McDonald, Sridevi Sridharan, Zoran Kostic, Maxim Topaz:
Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study. AMIA 2022 - [c37]Maryam Zolnoori, Maxim Topaz:
ADscreen: An Artificial Intelligence-Based Screening Algorithm for Early Identification of Patients with Alzheimer's Disease and Related Dementia. AMIA 2022 - 2021
- [j11]Paulina S. Sockolow, Kathryn H. Bowles, Maxim Topaz, Günes Koru, Ragnhild Hellesø, Melissa O'Connor
, Ellen J. Bass
:
The Time is Now: Informatics Research Opportunities in Home Health Care. Appl. Clin. Inform. 12(01): 100-106 (2021) - [c36]Mollie Hobensack, Jiyoun Song, Maryam Zolnoori, Marietta Ojo, Kathryn H. Bowles, Sena Chae, Erin E. Kennedy, Margaret V. McDonald, Maxim Topaz:
Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. AMIA 2021 - [c35]Paulina S. Sockolow, Kathryn H. Bowles, Maxim Topaz, Edgar Chou:
Home Healthcare to Primary Care Data Interoperability Challenges and Opportunities. AMIA 2021 - [c34]Jiyoun Song, Marietta Ojo, Margaret V. McDonald, Kenrick Cato, Sarah Collins Rossetti, Yolanda Barrón, Sridevi Sridharan, Sena Chae, Mollie Hobensack, Kathryn H. Bowles, Maxim Topaz:
Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health Care. AMIA 2021 - [c33]Maryam Zolnoori, Sasha Vergez, Zoran Kostic, Siddhartha R. Jonnalagadda, Maxim Topaz:
Feasibility study of audio recording patient-clinician verbal communications in home healthcare settings. AMIA 2021 - [c32]Hans Moen, Dari AlHuwail, Jari Björne, Lori Block, Sven Celin, Eunjoo Jeon, Karl Kreiner
, James Mitchell, Gabriela Ozegovic, Charlene Esteban Ronquillo, Lydia Sequeira, Jude L. Tayaben, Maxim Topaz, Sai Pavan Kumar Veeranki
, Laura-Maria Peltonen
:
Towards Automated Screening of Literature on Artificial Intelligence in Nursing. MedInfo 2021: 637-640 - [c31]Eunjoo Jeon
, Laura-Maria Peltonen
, Lorraine Block, Charlene Ronquillo, Jude L. Tayaben, Raji Nibber, Lisiane Pruinelli, Erika Lozada Perezmitre, Janine Sommer, Maxim Topaz, Gabrielle Jacklin Eler
, Henrique Yoshikazu Shishido, Shanti Wardaningsih
, Sutantri Sutantri
, Samira Ali, Dari AlHuwail, Alaa A. Abd-alrazaq, Laila M. Akhu-Zaheya, Ying-Li Lee, Shao Hui Shu, Jisan Lee:
Emergency Remote Learning in Nursing Education During the COVID-19 Pandemic. MIE 2021: 942-946 - [c30]Sena Chae
, Jiyoun Song, Marietta Ojo, Maxim Topaz:
Identifying Heart Failure Symptoms and Poor Self-Management in Home Healthcare: A Natural Language Processing Study. Nursing Informatics 2021: 15-19 - [c29]Shazia Mitha, Jessica M. Schwartz, Kenrick Cato, Kyungmi Woo
, Arlene M. Smaldone, Maxim Topaz:
Natural Language Processing of Nursing Notes: A Systematic Review. Nursing Informatics 2021: 62-64 - [c28]Erika Lozada Perezmitre
, Erick Landeros-Olvera, Rosa Maria Galicia-Aguilar, Laura-Maria Peltonen
, Raji Nibber, Adrienne Lewis, Lorraine Block, Lisiane Pruinelli, Charlene Ronquillo, Maxim Topaz:
Description of the Process to Validate the Mexican Nurse Informatics Competency Self-Assessment Scale. Nursing Informatics 2021: 171-172 - [c27]Laura-Maria Peltonen
, Lisiane Pruinelli, Adrienne Lewis, Lorraine Block, Maxim Topaz, Hanna von Gerich
, Charlene Ronquillo:
Will Artificial Intelligence Replace Nurses? A Debate. Nursing Informatics 2021: 341-343 - [c26]Laura-Maria Peltonen
, Raji Nibber, Lorraine Block, Charlene Ronquillo, Erika Lozada Perezmitre
, Adrienne Lewis, Dari AlHuwail, Samira Ali, Mattias Georgsson, Eunjoo Jeon, Jude L. Tayaben, Ying-Li Lee, Chiu-Hsiang Kuo, Shao Hui Shu, Hanjen Hsu, Janine Sommer, Raymond Francis R. Sarmiento
, Hyunggu Jung
, Gabrielle Jacklin Eler
, Martha K. Badger, Rui Zhao, Tong Zhou, Haley Deforest, Suleman Atique
, Maxim Topaz, Lisiane Pruinelli:
Nursing Informatics Research Trends: Findings from an International Survey. Nursing Informatics 2021: 344-349 - [c25]Mollie Hobensack, Marietta Ojo, Kathryn H. Bowles, Margaret V. McDonald, Jiyoun Song, Maxim Topaz:
Home Healthcare Clinicians' Perspectives on Electronic Health Records: A Qualitative Study. Nursing Informatics 2021: 426-430 - 2020
- [c24]Seyedeh-Samin Barakati
, Maxim Topaz, Laura-Maria Peltonen
, James Mitchell, Dari AlHuwail, Tracie Risling, Charlene Ronquillo
:
Health Informatics Solutions in Response to COVID-19: Preliminary Insights from an International Survey. EFMI-STC 2020: 222-223
2010 – 2019
- 2019
- [j10]Maxim Topaz, Ludmila Murga, Katherine M. Gaddis, Margaret V. McDonald
, Ofrit Bar-Bachar, Yoav Goldberg, Kathryn H. Bowles:
Mining fall-related information in clinical notes: Comparison of rule-based and novel word embedding-based machine learning approaches. J. Biomed. Informatics 90 (2019) - [j9]Natalie Flaks-Manov
, Maxim Topaz, Moshe Hoshen, Ran D. Balicer
, Efrat Shadmi
:
Identifying patients at highest-risk: the best timing to apply a readmission predictive model. BMC Medical Informatics Decis. Mak. 19(1): 118:1-118:9 (2019) - [c23]Maxim Topaz, Ludmila Murga, Chagai Grossman, Daniella Daliyot, Shlomit Jacobson, Noa Rozendorn, Eyal Zimlichman, Nadav Furie:
Identifying Diabetes in Clinical Notes in Hebrew: A Novel Text Classification Approach Based on Word Embedding. MedInfo 2019: 393-397 - [c22]Maxim Topaz, Ludmila Murga, Ofrit Bar-Bachar, Kenrick Cato, Sarah A. Collins:
Extracting Alcohol and Substance Abuse Status from Clinical Notes: The Added Value of Nursing Data. MedInfo 2019: 1056-1060 - [c21]Maxim Topaz:
NimbleMiner: A Novel Multi-Lingual Text Mining Application. MedInfo 2019: 1608-1609 - 2018
- [j8]Foster R. Goss, Kenneth H. Lai, Maxim Topaz
, Warren W. Acker, Leigh Kowalski, Joseph M. Plasek, Kimberly G. Blumenthal, Diane L. Seger, Sarah P. Slight
, Kin Wah Fung, Frank Y. Chang, David W. Bates, Li Zhou:
A value set for documenting adverse reactions in electronic health records. J. Am. Medical Informatics Assoc. 25(6): 661-669 (2018) - [j7]Maxim Topaz
, Adam Schaffer, Kenneth H. Lai, Zfania Tom Korach, Jonathan Einbinder, Li Zhou:
Medical Malpractice Trends: Errors in Automated Speech Recognition. J. Medical Syst. 42(8): 153:1-153:4 (2018) - [c20]Adrienne Lewis, Lorraine Block, Laura-Maria Peltonen
, Lisiane Pruinelli, Maxim Topaz, Erika Lozada Perezmitre:
Emerging Professional's View of the Landscape: Nursing Informatics Curriculum, Competencies, and Career Opportunities. Nursing Informatics 2018: 60-61 - [c19]Lorraine Block, Laura-Maria Peltonen
, Charlene Ronquillo
, Adrienne Lewis, Raji Nibber, Lisiane Pruinelli, Maxim Topaz:
Building Capacity in Student and Emerging Nursing Informatics Professionals Through Participation in an International Community of Practice. Nursing Informatics 2018: 82 - 2017
- [j6]Maxim Topaz
, Foster R. Goss, Kimberly G. Blumenthal, Kenneth H. Lai, Diane L. Seger, Sarah P. Slight
, Paige G. Wickner, George A. Robinson, Kin Wah Fung, Robert C. McClure, Shelly Spiro, Warren W. Acker
, David W. Bates, Li Zhou:
Towards improved drug allergy alerts: Multidisciplinary expert recommendations. Int. J. Medical Informatics 97: 353-355 (2017) - [c18]Wasim Al Assad, Maxim Topaz, John Tu, Li Zhou:
The application of machine learning to evaluate the adequacy of information in radiology orders. BIBM 2017: 305-310 - [c17]Liqin Wang, Maxim Topaz, Joseph M. Plasek, Li Zhou:
Content and Trends in Medical Informatics Publications over the Past Two Decades. MedInfo 2017: 968-972 - 2016
- [j5]Sarah J. Ratcliffe
, Sheryl Potashnik, Maxim Topaz
, John H. Holmes, Nai-Wei Shih, Mary D. Naylor, Kathryn H. Bowles:
Using Electronic Case Summaries to Elicit Multi-Disciplinary Expert Knowledge about Referrals to Post-Acute Care. Appl. Clin. Inform. 07(02): 368-379 (2016) - [j4]Maxim Topaz
, Diane L. Seger, Sarah P. Slight
, Foster R. Goss, Kenneth H. Lai, Paige G. Wickner, Kimberly G. Blumenthal, Neil Dhopeshwarkar
, Frank Y. Chang, David W. Bates, Li Zhou:
Rising drug allergy alert overrides in electronic health records: an observational retrospective study of a decade of experience. J. Am. Medical Informatics Assoc. 23(3): 601-608 (2016) - [j3]Joseph M. Plasek, Foster R. Goss, Kenneth H. Lai, Jason J. Lau, Diane L. Seger, Kimberly G. Blumenthal, Paige G. Wickner, Sarah P. Slight
, Frank Y. Chang, Maxim Topaz
, David W. Bates, Li Zhou:
Food entries in a large allergy data repository. J. Am. Medical Informatics Assoc. 23(e1): e79-e87 (2016) - [c16]Maxim Topaz, Sarah A. Collins:
Designing Next Generation of Clinical Decision Support for Nursing from Hospital to Homecare: AMIA Nursing Informatics Group Pre-Symposium Tutorial. AMIA 2016 - [c15]Maxim Topaz, Foster R. Goss, Kimberly G. Blumenthal, Kenneth H. Lai, Diane L. Seger, Sarah P. Slight, Paige G. Wickner, George A. Robinson, Kin Wah Fung, Robert C. McClure, Shelly Spiro, Warren W. Acker, David W. Bates:
Expert Recommendations on Redesigning Drug Allergy Alerts in Electronic Health Record Systems. AMIA 2016 - [c14]Maxim Topaz, Charlene Ronquillo, Laura-Maria Peltonen, Lisiane Pruinelli, Raymond Francis Sarmiento, Martha K. Badger, Samira Ali, Adrienne Lewis, Mattias Georgsson, Eunjoo Jeon, Jude L. Tayaben, Chiu-Hsiang Kuo, Tasneem Islam, Janine A. Sommer, Hyunggu Jung, Gabrielle Jacklin Eler, Dari AlHuwail, Ying-Li Lee:
Nurse Informaticians Report Low Satisfaction and Multi-level Concerns with Electronic Health Records: Results from an International Survey. AMIA 2016 - [c13]Maxim Topaz, Charlene Ronquillo
, Laura-Maria Peltonen
, Lisiane Pruinelli, Raymond Francis Sarmiento
, Martha K. Badger, Samira Ali, Adrienne Lewis, Mattias Georgsson, Eunjoo Jeon, Jude L. Tayaben, Chiu-Hsiang Kuo, Tasneem Islam, Janine Sommer, Hyunggu Jung
, Gabrielle Jacklin Eler
, Dari AlHuwail
:
Advancing Nursing Informatics in the Next Decade: Recommendations from an International Survey. Nursing Informatics 2016: 123-127 - [c12]Laura-Maria Peltonen
, Maxim Topaz, Charlene Ronquillo
, Lisiane Pruinelli, Raymond Francis Sarmiento
, Martha K. Badger, Samira Ali, Adrienne Lewis, Mattias Georgsson, Eunjoo Jeon, Jude L. Tayaben, Chiu-Hsiang Kuo, Tasneem Islam, Janine Sommer, Hyunggu Jung
, Gabrielle Jacklin Eler
, Dari AlHuwail
:
Nursing Informatics Research Priorities for the Future: Recommendations from an International Survey. Nursing Informatics 2016: 222-226 - [c11]Maxim Topaz, Kavita Radhakrishnan, Victor J. Lei, Li Zhou:
Mining Clinicians' Electronic Documentation to Identify Heart Failure Patients with Ineffective Self-Management: A Pilot Text-Mining Study. Nursing Informatics 2016: 856-857 - [c10]Laura-Maria Peltonen
, Dari AlHuwail
, Samira Ali, Martha K. Badger, Gabrielle Jacklin Eler
, Mattias Georgsson, Tasneem Islam, Eunjoo Jeon, Hyunggu Jung
, Chiu-Hsiang Kuo, Adrienne Lewis, Lisiane Pruinelli, Charlene Ronquillo
, Raymond Francis Sarmiento
, Janine Sommer, Jude L. Tayaben, Maxim Topaz:
Current Trends in Nursing Informatics: Results of an International Survey. Nursing Informatics 2016: 938-939 - 2015
- [j2]Kenneth H. Lai, Maxim Topaz
, Foster R. Goss, Li Zhou:
Automated misspelling detection and correction in clinical free-text records. J. Biomed. Informatics 55: 188-195 (2015) - [c9]Li Zhou, Maxim Topaz, Diane L. Seger, Sarah P. Slight, Foster R. Goss, Kenneth H. Lai, Paige G. Wickner, Kimberly G. Blumenthal, Neil Dhopeshwarkar, Frank Y. Chang, David W. Bates:
Rising Drug Allergy Alert Overrides in a Computerized Provider Order Entry System: a Decade of Experience. AMIA 2015 - [c8]Maxim Topaz, Diane L. Seger, Kenneth H. Lai, Paige G. Wickner, Foster R. Goss, Neil Dhopeshwarkar
, Frank Y. Chang, David W. Bates, Li Zhou:
High Override Rate for Opioid Drug-allergy Interaction Alerts: Current Trends and Recommendations for Future. MedInfo 2015: 242-246 - [c7]Li Zhou, Amy W. Baughman, Victor J. Lei, Kenneth H. Lai, Amol S. Navathe
, Frank Y. Chang, Margarita Sordo, Maxim Topaz, Feiran Zhong, Madhavan Murrali, Shamkant B. Navathe, Roberto A. Rocha:
Identifying Patients with Depression Using Free-text Clinical Documents. MedInfo 2015: 629-633 - 2014
- [j1]Maxim Topaz
, Nadya Golfenshtein, Kathryn H. Bowles:
The Omaha System: a systematic review of the recent literature. J. Am. Medical Informatics Assoc. 21(1): 163-170 (2014) - [c6]Dari AlHuwail, Akif Günes Koru, Ahmad Alaiad, Anthony F. Norcio, Maxim Topaz:
Health Information Technology Adoption in Home Health ... Research in Progress. AMIA 2014 - [c5]Ayala Gerber, Maxim Topaz:
Promoting Meaningful Use of Health Information Technology in Israel: Ministry of Health Vision. Nursing Informatics 2014: 108-115 - 2013
- [c4]Maxim Topaz, D. Molkina, Günes Koru, Ruth M. Masterson Creber, O. Jarrin, Kavita Radhakrishnan, Melissa O'Connor, Kathryn H. Bowles:
"We're all in our own little island": A Qualitative Exploration of Patient Information Exchange during Admission to Home Health Agency. AMIA 2013 - [c3]Maxim Topaz, Erez Shalom, Ruth M. Masterson Creber, Kavita Rhadakrishnan, Kathryn H. Bowles:
Developing Nursing Computer Interpretable Guidelines: a Feasibility Study of Heart Failure Guidelines in Homecare. AMIA 2013 - 2012
- [c2]Kathryn H. Bowles, Diane Holland, Sheryl Potashnik, Maxim Topaz, Alexandra L. Hanlon:
Impact of Discharge Planning Decision Support on 30 and 60 Day Readmissions. AMIA 2012 - [c1]Kavita Radhakrishnan, Kathryn H. Bowles, Alexandra L. Hanlon, Maxim Topaz:
Association of patient characteristics and telehealth alerts with key medical events experienced by patients with heart failure (HF) in homecare. AMIA 2012
Coauthor Index
aka: Charlene Esteban Ronquillo
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