Adler Perotte
Adler Perotte
Assistant Professor, Columbia University
Verified email at
Cited by
Cited by
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
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
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
Hierarchically supervised latent Dirichlet allocation
A Perotte, F Wood, N Elhadad, N Bartlett
Advances in neural information processing systems 24, 2609-2617, 2011
Deep survival analysis
R Ranganath, A Perotte, N Elhadad, D Blei
Machine Learning for Healthcare Conference, 101-114, 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
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
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
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
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
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
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
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
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
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
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
Multiple causal inference with latent confounding
R Ranganath, A Perotte
arXiv preprint arXiv:1805.08273, 2018
The prognostic value of electrocardiogram at presentation to emergency department in patients with COVID-19
P Elias, TJ Poterucha, SS Jain, G Sayer, J Raikhelkar, J Fried, K Clerkin, ...
Mayo Clinic Proceedings 95 (10), 2099-2109, 2020
The Survival Filter: Joint Survival Analysis with a Latent Time Series.
R Ranganath, AJ Perotte, N Elhadad, DM Blei
UAI, 742-751, 2015
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
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