| Characterizing treatment pathways at scale using the OHDSI network G Hripcsak, PB Ryan, JD Duke, NH Shah, RW Park, V Huser, MA Suchard, ... Proceedings of the National Academy of Sciences 113 (27), 7329-7336, 2016 | 210 | 2016 |
| Diagnosis code assignment: models and evaluation metrics A Perotte, R Pivovarov, K Natarajan, N Weiskopf, F Wood, N Elhadad Journal of the American Medical Informatics Association 21 (2), 231-237, 2014 | 170 | 2014 |
| Nonconvulsive seizures after subarachnoid hemorrhage: multimodal detection and outcomes J Claassen, A Perotte, D Albers, S Kleinberg, JM Schmidt, B Tu, ... Annals of neurology 74 (1), 53-64, 2013 | 161 | 2013 |
| Hierarchically supervised latent Dirichlet allocation A Perotte, F Wood, N Elhadad, N Bartlett Advances in neural information processing systems 24, 2609-2617, 2011 | 148 | 2011 |
| Deep survival analysis R Ranganath, A Perotte, N Elhadad, D Blei Machine Learning for Healthcare Conference, 101-114, 2016 | 132 | 2016 |
| Learning probabilistic phenotypes from heterogeneous EHR data R Pivovarov, AJ Perotte, E Grave, J Angiolillo, CH Wiggins, N Elhadad Journal of biomedical informatics 58, 156-165, 2015 | 107 | 2015 |
| Methods for reducing interference in the complementary learning systems model: oscillating inhibition and autonomous memory rehearsal KA Norman, EL Newman, AJ Perotte Neural Networks 18 (9), 1212-1228, 2005 | 93 | 2005 |
| Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis A Perotte, R Ranganath, JS Hirsch, D Blei, N Elhadad Journal of the American Medical Informatics Association 22 (4), 872-880, 2015 | 79 | 2015 |
| Parameterizing time in electronic health record studies G Hripcsak, DJ Albers, A Perotte Journal of the American Medical Informatics Association 22 (4), 794-804, 2015 | 75 | 2015 |
| A collaborative approach to developing an electronic health record phenotyping algorithm for drug-induced liver injury CL Overby, J Pathak, O Gottesman, K Haerian, A Perotte, S Murphy, ... Journal of the American Medical Informatics Association 20 (e2), e243-e252, 2013 | 64 | 2013 |
| Exploiting time in electronic health record correlations G Hripcsak, DJ Albers, A Perotte Journal of the American Medical Informatics Association 18 (Suppl 1), i109-i115, 2011 | 62 | 2011 |
| Elevated GM3 plasma concentration in idiopathic Parkinson’s disease: A lipidomic analysis RB Chan, AJ Perotte, B Zhou, C Liong, EJ Shorr, KS Marder, UJ Kang, ... PLoS One 12 (2), e0172348, 2017 | 47 | 2017 |
| Dynamical phenotyping: using temporal analysis of clinically collected physiologic data to stratify populations DJ Albers, N Elhadad, E Tabak, A Perotte, G Hripcsak PloS one 9 (6), e96443, 2014 | 38 | 2014 |
| A Bayesian analysis of dynamics in free recall R Socher, S Gershman, P Sederberg, K Norman, A Perotte, D Blei Advances in neural information processing systems 22, 1714-1722, 2009 | 38 | 2009 |
| Social network behavior and engagement within a smoking cessation Facebook page H Cole-Lewis, A Perotte, K Galica, L Dreyer, C Griffith, M Schwarz, C Yun, ... Journal of medical Internet research 18 (8), e205, 2016 | 34 | 2016 |
| Multiple causal inference with latent confounding R Ranganath, A Perotte arXiv preprint arXiv:1805.08273, 2018 | 27 | 2018 |
| Temporal properties of diagnosis code time series in aggregate A Perotte, G Hripcsak IEEE journal of biomedical and health informatics 17 (2), 477-483, 2013 | 27 | 2013 |
| The Survival Filter: Joint Survival Analysis with a Latent Time Series. R Ranganath, AJ Perotte, N Elhadad, DM Blei UAI, 742-751, 2015 | 25 | 2015 |
| Challenges with quality of race and ethnicity data in observational databases FCG Polubriaginof, P Ryan, H Salmasian, AW Shapiro, A Perotte, ... Journal of the American Medical Informatics Association 26 (8-9), 730-736, 2019 | 22 | 2019 |
| Vulnerable atherosclerotic plaque detection by resonance Raman spectroscopy C Liu, S Boydston-White, A Weisberg, W Wang, LA Sordillo, A Perotte, ... Journal of biomedical optics 21 (12), 127006, 2016 | 21 | 2016 |
Noémie ElhadadAssociate Professor of Biomedical Informatics, Columbia UniversityVerified email at cumc.columbia.edu
