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ORCIDErwin P. Bottinger
Person information
- affiliation: Hasso Plattner Institute, Potsdam, Germany
- affiliation (former): Icahn School of Medicine at Mount Sinai, New York City, NY, USA
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2020 – today
- 2023
[c12]Julian Hugo
, Susanne Ibing, Florian Borchert, Jan-Philipp Sachs, Judy Cho, Ryan C. Ungaro, Erwin P. Böttinger:
Machine Learning Based Prediction of Incident Cases of Crohn's Disease Using Electronic Health Records from a Large Integrated Health System. AIME 2023: 293-302- [i5]Eugenia Alleva, Isotta Landi, Leslee J. Shaw, Erwin P. Böttinger, Thomas J. Fuchs, Ipek Ensari:
Keyword-optimized Template Insertion for Clinical Information Extraction via Prompt-based Learning. CoRR abs/2310.20089 (2023) - [i4]Danielly F. O. de Paula, Ariane Sasso, Justus Cöster, Erwin P. Böttinger:
Core determinants of quality criteria for mhealth for hypertension: evidence from machine learning instruments. CoRR abs/2311.05434 (2023) - 2021
- [j6]Harry Freitas Da Cruz, Boris Pfahringer, Tom Martensen, Frederic Schneider, Alexander Meyer, Erwin P. Böttinger, Matthieu-P. Schapranow:
Using interpretability approaches to update "black-box" clinical prediction models: an external validation study in nephrology. Artif. Intell. Medicine 111: 101982 (2021) - [j5]Jessica K. De Freitas, Kipp W. Johnson, Eddye Golden, Girish N. Nadkarni, Joel T. Dudley, Erwin P. Bottinger, Benjamin S. Glicksberg, Riccardo Miotto:
Phe2vec: Automated disease phenotyping based on unsupervised embeddings from electronic health records. Patterns 2(9): 100337 (2021) - [c11]Melanie Hackl, Suparno Datta, Riccardo Miotto, Erwin P. Böttinger:
Unsupervised Learning to Subphenotype Heart Failure Patients from Electronic Health Records. AIME 2021: 219-228 - [c10]Finn Klessascheck, Tom Lichtenstein, Martin Meier, Simon Remy, Jan-Philipp Sachs, Luise Pufahl, Riccardo Miotto, Erwin P. Böttinger, Mathias Weske:
Domain-Specific Event Abstraction. BIS 2021: 117-126 - [i3]Alexander M. Zenner, Erwin P. Böttinger, Stefan Konigorski:
StudyMe: A New Mobile App for User-Centric N-of-1 Trials. CoRR abs/2108.00320 (2021) - 2020
- [j4]Ryan L. Collins, Harrison Brand, Konrad J. Karczewski, Xuefang Zhao, Jessica Alföldi, Laurent C. Francioli, Amit V. Khera, Chelsea Lowther, Laura D. Gauthier, Harold Wang, Nicholas A. Watts, Matthew Solomonson, Alexander Baumann, Ruchi Munshi, Mark Walker, Christopher W. Whelan, Yongqing Huang, Ted Brookings, Ted Sharpe, Matthew R. Stone, Elise Valkanas, Jack Fu, Grace Tiao, Kristen M. Laricchia, Valentín Ruano-Rubio, Christine Stevens, Namrata Gupta, Caroline Cusick, Lauren Margolin, Irina M. Armean, Eric Banks, Louis Bergelson, Kristian Cibulskis, Kristen M. Connolly, Miguel Covarrubias, Beryl B. Cummings, Mark J. Daly, Stacey Donnelly, Yossi Farjoun, Steven Ferriera, Stacey Gabriel, Jeff Gentry, Thibault Jeandet, Diane Kaplan, Christopher Llanwarne, Eric V. Minikel, Benjamin M. Neale, Sam Novod, Anne H. O'Donnell-Luria, Nikelle Petrillo, Timothy Poterba, David Roazen, Andrea Saltzman, Kaitlin E. Samocha, Molly Schleicher, Cotton Seed, José Soto, Kathleen Tibbetts, Charlotte Tolonen, Christopher Vittal, Gordon Wade, Arcturus Wang, Qingbo Wang, James S. Ware, Ben Weisburd, Nicola Whiffin, Carlos A. Aguilar Salinas, Tariq Ahmad, Christine M. Albert, Diego Ardissino, Gil Atzmon, John Barnard, Laurent Beaugerie, Emelia J. Benjamin, Michael Boehnke, Lori L. Bonnycastle, Erwin P. Bottinger, Donald W. Bowden, Matthew J. Bown, John C. Chambers, Juliana C. Chan, Daniel Chasman, Judy Cho, Mina K. Chung, Bruce Cohen, Adolfo Correa, Dana Dabelea, Dawood Darbar, Ravindranath Duggirala, Josée Dupuis, Patrick T. Ellinor, Roberto Elosua, Jeanette Erdmann, Tõnu Esko, Martti Färkkilä, Jose Florez, Andre Franke, Gad Getz, Benjamin Glaser, Stephen J. Glatt, David Goldstein, Clicerio Gonzalez, Leif Groop, Christopher A. Haiman, Craig Hanis, Matthew Harms, Mikko Hiltunen, Matti M. Holi, Christina M. Hultman, Mikko Kallela, Jaakko Kaprio, Sekar Kathiresan, Bong-Jo Kim, Young Jin Kim, George Kirov, Jaspal Kooner, Seppo Koskinen, Harlan M. Krumholz, Subra Kugathasan, Soo Heon Kwak, Markku Laakso, Terho Lehtimäki, Ruth J. F. Loos, Steven A. Lubitz, Ronald C. W. Ma, Daniel G. MacArthur, Jaume Marrugat, Kari M. Mattila, Steven A. McCarroll, Mark I. McCarthy, Dermot McGovern, Ruth McPherson, James B. Meigs, Olle Melander, Andres Metspalu, Peter M. Nilsson, Michael C. O'Donovan, Dost Öngür, Lorena Orozco, Michael J. Owen, Colin N. A. Palmer, Aarno Palotie, Kyong Soo Park, Carlos Pato, Ann E. Pulver, Nazneen Rahman, Anne M. Remes, John D. Rioux, Samuli Ripatti, Dan M. Roden, Danish Saleheen, Veikko Salomaa, Nilesh J. Samani, Jeremiah Scharf, Heribert Schunkert, Moore B. Shoemaker, Pamela Sklar, Hilkka Soininen, Harry Sokol, Tim Spector, Patrick F. Sullivan, Jaana Suvisaari, E. Shyong Tai, Yik Ying Teo, Tuomi Tiinamaija, Ming Tsuang, Dan Turner, Teresa Tusie-Luna, Erkki Vartiainen, Hugh Watkins, Rinse K. Weersma, Maija Wessman, James G. Wilson, Ramnik J. Xavier, Kent D. Taylor, Henry J. Lin, Stephen S. Rich, Wendy S. Post, Yii-Der Ida Chen, Jerome I. Rotter, Chad Nusbaum, Anthony A. Philippakis, Eric S. Lander, Michael E. Talkowski:
A structural variation reference for medical and population genetics. Nat. 581(7809): 444-451 (2020) - [c9]Ariane Morassi Sasso, Suparno Datta, Michael Jeitler, Nico Steckhan, Christian S. Kessler, Andreas Michalsen, Bert Arnrich, Erwin P. Böttinger:
HYPE: Predicting Blood Pressure from Photoplethysmograms in a Hypertensive Population. AIME 2020: 325-335 - [c8]Simon Remy, Luise Pufahl, Jan-Philipp Sachs, Erwin P. Böttinger, Mathias Weske:
Event Log Generation in a Health System: A Case Study. BPM 2020: 505-522 - [c7]Arpita Mallikarjuna Kappattanavar, Harry Freitas Da Cruz, Bert Arnrich, Erwin P. Böttinger:
Position Matters: Sensor Placement for Sitting Posture Classification. ICHI 2020: 1-6 - [i2]Tamara Slosarek, Attila Wohlbrandt, Erwin P. Böttinger:
Using CEF Digital Service Infrastructures in the Smart4Health Project for the Exchange of Electronic Health Records. CoRR abs/2001.01477 (2020) - [i1]Stefan Konigorski, Sarah Wernicke, Tamara Slosarek, Alexander M. Zenner, Nils Strelow, Ferenc D. Ruether, Florian Henschel, Manisha Manaswini, Fabian Pottbäcker, Jonathan A. Edelman, Babajide Alamu Owoyele, Matteo Danieletto, Eddye Golden, Micol Zweig, Girish N. Nadkarni, Erwin P. Böttinger:
StudyU: a platform for designing and conducting innovative digital N-of-1 trials. CoRR abs/2012.14201 (2020)
2010 – 2019
- 2019
- [c6]Suparno Datta, Anne Schraplau, Harry Freitas Da Cruz, Jan-Philipp Sachs, Frank Mayer, Erwin P. Böttinger:
A Machine Learning Approach for Non-Invasive Diagnosis of Metabolic Syndrome. BIBE 2019: 933-940 - [c5]Tamara Slosarek, Milena Kraus, Matthieu-P. Schapranow, Erwin P. Böttinger:
Qualitative Comparison of Selected Indel Detection Methods for RNA-Seq Data. IWBBIO (1) 2019: 166-177 - 2018
- [c4]Michel Oleynik, Erik Faessler, Ariane Morassi Sasso, Arpita Kappattanavar, Benjamin Bergner, Harry Freitas Da Cruz, Jan-Philipp Sachs, Suparno Datta, Erwin P. Böttinger:
HPI-DHC at TREC 2018 Precision Medicine Track. TREC 2018 - 2017
- [j3]Matthew A. Levin, Thomas T. Joseph, Janina M. Jeff, Rajiv Nadukuru, Stephen B. Ellis, Erwin P. Bottinger, Eimear E. Kenny:
iGAS: A framework for using electronic intraoperative medical records for genomic discovery. J. Biomed. Informatics 67: 80-89 (2017) - 2015
- [j2]Anima Singh, Girish N. Nadkarni, Omri Gottesman, Stephen B. Ellis, Erwin P. Bottinger, John V. Guttag:
Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration. J. Biomed. Informatics 53: 220-228 (2015) - 2014
- [c3]Ilkka Huopaniemi, Girish N. Nadkarni, Rajiv Nadukuru, Vaneet Lotay, Stephen B. Ellis, Omri Gottesman, Erwin P. Bottinger:
Disease progression subtype discovery from longitudinal EMR data with a majority of missing values and unknown initial time points. AMIA 2014 - [c2]Girish N. Nadkarni, Omri Gottesman, James G. Linneman, Herbert S. Chase, Richard L. Berg, Samira Farouk, Vaneet Lotay, Stephen B. Ellis, George Hripcsak, Peggy L. Peissig, Chunhua Weng, Rajiv Nadukuru, Erwin P. Bottinger:
Development and validation of an electronic phenotyping algorithm for chronic kidney disease. AMIA 2014 - [c1]Anima Singh, Girish N. Nadkarni, John V. Guttag, Erwin P. Bottinger:
Leveraging hierarchy in medical codes for predictive modeling. BCB 2014: 96-103
2000 – 2009
- 2006
- [j1]Kremena V. Star, Quingbin Song, Andy Zhu, Erwin P. Böttinger:
QTL MatchMaker: a multi-species quantitative trait loci (QTL) database and query system for annotation of genes and QTL. Nucleic Acids Res. 34(Database-Issue): 586-589 (2006)
Coauthor Index
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