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Author Details

Adler Perotte
Columbia University
2005
43
19
PMIDPaper TitleJournal TitlePublished Year
38065778Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study.Lancet Digit Health2024
37966346Delay Between Actual Occurrence of Patient Vital Sign and the Nominal Appearance in the Electronic Health Record: Single-Center, Retrospective Study of PICU Data, 2014-2018.Pediatr Crit Care Med2024
36921288EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension.J Am Med Inform Assoc2023
35000284Deceased donor kidneys allocated out of sequence by organ procurement organizations.Am J Transplant2022
35926935Deep Learning Electrocardiographic Analysis for Detection of Left-Sided Valvular Heart Disease.J Am Coll Cardiol2022
33367705UMLS-based data augmentation for natural language processing of clinical research literature.J Am Med Inform Assoc2021
35859987Inverse-Weighted Survival Games.Adv Neural Inf Process Syst2021
33706377Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients.J Am Med Inform Assoc2021
34302957A conceptual framework for external validity.J Biomed Inform2021
33964036Association between procurement biopsy findings and deceased donor kidney outcomes: a paired kidney analysis.Transpl Int2021
34270710Utilizing timestamps of longitudinal electronic health record data to classify clinical deterioration events.J Am Med Inform Assoc2021
34151966Clinically relevant pretraining is all you need.J Am Med Inform Assoc2021
33956981A neuro-symbolic method for understanding free-text medical evidence.J Am Med Inform Assoc2021
33169643Admission Cardiac Diagnostic Testing with Electrocardiography and Troponin Measurement Prognosticates Increased 30-Day Mortality in COVID-19.J Am Heart Assoc2021
33221204Diagnosing Transthyretin Cardiac Amyloidosis by Technetium Tc 99m Pyrophosphate: A Test in Evolution.JACC Cardiovasc Imaging2021
32411828Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations.NPJ Digit Med2020
34017160X-CAL: Explicit Calibration for Survival Analysis.Adv Neural Inf Process Syst2020
33953524Causal Estimation with Functional Confounders.Adv Neural Inf Process Syst2020
33370368High rate of renal recovery in survivors of COVID-19 associated acute renal failure requiring renal replacement therapy.PLoS One2020
33163711Impact of Deceased Donor Kidney Procurement Biopsy Technique on Histologic Accuracy.Kidney Int Rep2020
33175177Trends in Poor Health Indicators Among Black and Hispanic Middle-aged and Older Adults in the United States, 1999-2018.JAMA Netw Open2020
32771540The Counterfactual Ï¿-GAN: Finding comparable cohorts in observational health data.J Biomed Inform2020
33012341The Prognostic Value of Electrocardiogram at Presentation to Emergency Department in Patients With COVID-19.Mayo Clin Proc2020
31365089Challenges with quality of race and ethnicity data in observational databases.J Am Med Inform Assoc2019
32607490Characterizing non-heroin opioid overdoses using electronic health records.JAMIA Open2019
32490377Phenotype Inference with Semi-Supervised Mixed Membership Models.Proc Mach Learn Res2019
31317112Deep Vision: Learning to Identify Renal Disease With Neural Networks.Kidney Int Rep2019
28212433Elevated GM3 plasma concentration in idiopathic Parkinson's disease: A lipidomic analysis.PLoS One2017
27274072Characterizing treatment pathways at scale using the OHDSI network.Proc Natl Acad Sci U S A2016
27999865Vulnerable atherosclerotic plaque detection by resonance Raman spectroscopy.J Biomed Opt2016
27485315Social Network Behavior and Engagement Within a Smoking Cessation Facebook Page.J Med Internet Res2016
25725004Parameterizing time in electronic health record studies.J Am Med Inform Assoc2015
26464024Learning probabilistic phenotypes from heterogeneous EHR data.J Biomed Inform2015
25896647Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis.J Am Med Inform Assoc2015
24296907Diagnosis code assignment: models and evaluation metrics.J Am Med Inform Assoc2014
25364047Public health entrepreneurs: training the next generation of public health innovators.Public Health Rep2014
24933368Dynamical phenotyping: using temporal analysis of clinically collected physiologic data to stratify populations.PLoS One2014
23837993A collaborative approach to developing an electronic health record phenotyping algorithm for drug-induced liver injury.J Am Med Inform Assoc2013
24303321Evaluation considerations for EHR-based phenotyping algorithms: A case study for drug-induced liver injury.AMIA Jt Summits Transl Sci Proc2013
24235118Temporal properties of diagnosis code time series in aggregate.IEEE J Biomed Health Inform2013
23813945Nonconvulsive seizures after subarachnoid hemorrhage: Multimodal detection and outcomes.Ann Neurol2013
22116643Exploiting time in electronic health record correlations.J Am Med Inform Assoc2011
16260116Methods for reducing interference in the Complementary Learning Systems model: oscillating inhibition and autonomous memory rehearsal.Neural Netw2005
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Collaborators

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Iftikhar J Kullo
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Sean P Murphy
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Rae Woong Park
Ajou University Graduate School of Medicine
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David Madigan
Columbia University.
Co-authored papers 1
Ruijun Chen
USA Tempus Labs Inc.
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Hojjat Salmasian
Brigham and Women's Hospital
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Patricia C Dykes
Brigham and Women's Hospital
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Neeraj Badjatia
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Marco V Perez
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Stephen B Ellis
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