Shyam Visweswaran

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Gregory CooperProfessor of Biomedical Informatics, University of PittsburghVerifierad e-postadress på pitt.edu
Gilles ClermontProfessor of Critical Care Medicine, University of PittsburghVerifierad e-postadress på pitt.edu
Milos HauskrechtProfessor of Computer Science, University of PittsburghVerifierad e-postadress på pitt.edu
Vanathi GopalakrishnanAssociate Professor of Biomedical Informatics, University of PittsburghVerifierad e-postadress på pitt.edu
Jonathan Llyle LustgartenRotating Clinician at Red Bank Veterinary NetworkVerifierad e-postadress på vet.upenn.edu
Eric V. StroblUniversity of PittsburghVerifierad e-postadress på pitt.edu
Harry HochheiserProfessor of Biomedical Informatics, University of PittsburghVerifierad e-postadress på pitt.edu
Yanshan Wang, PhD, FAMIAVice Chair of Research and Assistant Professor, University of PittsburghVerifierad e-postadress på pitt.edu
Michael BarmadaUniversity of PittsburghVerifierad e-postadress på pitt.edu
Derek C AngusProfessor, University of PittsburghVerifierad e-postadress på upmc.edu
Michael J. Becich, MD PhDProfessor of Biomedical Informatics, University of PittsburghVerifierad e-postadress på pitt.edu
Melissa SaulUniversity of PittsburghVerifierad e-postadress på pitt.edu
Andrew J KingAssistant Professor, University of Pittsburgh, Critical Care Medicine & Biomedical InformaticsVerifierad e-postadress på pitt.edu
Jeremy C WeissInvestigator, National Library of Medicine, National Institutes of HealthVerifierad e-postadress på nih.gov
Kayhan BatmanghelichAssistant Professor, Boston UniversityVerifierad e-postadress på bu.edu
Michal ValkoChief Models Officer @ Stealth Startup, Inria & MVA - Ex: Llama at Meta; Gemini and BYOL @ DeepmindVerifierad e-postadress på meta.com
Paul Avillach, MD,PhDAssociate Professor Harvard Medical SchoolVerifierad e-postadress på hms.harvard.edu
Iyad BatalResearch Scientist, MicrosoftVerifierad e-postadress på microsoft.com
Gowtham BellalaPrincipal Data Scientist, FlipkartVerifierad e-postadress på flipkart.com
A. Ian Wong, MD, PhDPulmonary / critical care, Duke UniversityVerifierad e-postadress på duke.edu

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Shyam Visweswaran

Professor of Biomedical Informatics, University of Pittsburgh

Verifierad e-postadress på pitt.edu - Startsida

biomedical informatics artificial intelligence clinical decision support precision medicine


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
The “All of Us” Research Program AURP Investigators New England Journal of Medicine 381 (7), 668-676, 2019	1441*	2019
Derivation, validation, and potential treatment implications of novel clinical phenotypes for sepsis CW Seymour, JN Kennedy, S Wang, CCH Chang, CF Elliott, Z Xu, S Berry, ... JAMA 321 (20), 2003-2017, 2019	1139	2019
The National COVID Cohort Collaborative (N3C): rationale, design, infrastructure, and deployment MA Haendel, CG Chute, TD Bennett, DA Eichmann, J Guinney, WA Kibbe, ... Journal of the American Medical Informatics Association, 2020	498	2020
Clinical characterization and prediction of clinical severity of SARS-CoV-2 infection among US adults using data from the US National COVID Cohort Collaborative TD Bennett, RA Moffitt, JG Hajagos, B Amor, A Anand, MM Bissell, ... JAMA Network Open 4 (7), e2116901-e2116901, 2021	225	2021
The All of Us Research Program: data quality, utility, and diversity AH Ramirez, L Sulieman, DJ Schlueter, A Halvorson, J Qian, ... Patterns 3 (8), 100570, 2022	214	2022
Approximate kernel-based conditional independence tests for fast non-parametric causal discovery EV Strobl, K Zhang, S Visweswaran Journal of Causal Inference 7 (1), 20180017, 2019	207	2019
Outlier detection for patient monitoring and alerting M Hauskrecht, I Batal, M Valko, S Visweswaran, GF Cooper, G Clermont Journal of Biomedical Informatics 46 (1), 47-55, 2013	184	2013
Evolving phenotypes of non-hospitalized patients that indicate long COVID H Estiri, ZH Strasser, GA Brat, YR Semenov, CJ Patel, SN Murphy BMC Medicine 19 (1), 1-10, 2021	145	2021
Generalisable long COVID subtypes: findings from the NIH N3C and RECOVER programmes JT Reese, H Blau, E Casiraghi, T Bergquist, JJ Loomba, TJ Callahan, ... eBioMedicine 87, 104413, 2023	132	2023
Improving classification performance with discretization on biomedical datasets JL Lustgarten, V Gopalakrishnan, H Grover, S Visweswaran AMIA Annual Symposium Proceedings 2008, 445, 2008	132	2008
The application of naive Bayes model averaging to predict Alzheimer's disease from genome-wide data W Wei, S Visweswaran, GF Cooper Journal of the American Medical Informatics Association 18 (4), 370-375, 2011	122	2011
Learning genetic epistasis using Bayesian network scoring criteria X Jiang, RE Neapolitan, MM Barmada, S Visweswaran BMC Bioinformatics 12 (1), 89, 2011	118	2011
What every reader should know about studies using electronic health record data but may be afraid to ask IS Kohane, BJ Aronow, P Avillach, BK Beaulieu-Jones, R Bellazzi, ... Journal of Medical Internet Research 23 (3), 2021	116	2021
Comparison of machine learning classifiers for influenza detection from emergency department free-text reports. PA López, Y Ye, S Visweswaran, GF Cooper, MM Wagner, FR Tsui Journal of Biomedical Informatics 58, 60-69, 2015	112	2015
Measuring stability of feature selection in biomedical datasets JL Lustgarten, V Gopalakrishnan, S Visweswaran AMIA Annual Symposium Proceedings 2009, 406–410, 2009	110	2009
Automated annotation and classification of BI-RADS assessment from radiology reports SM Castro, E Tseytlin, O Medvedeva, K Mitchell, S Visweswaran, ... Journal of Biomedical Informatics 69, 177-187, 2017	102	2017
Accrual to Clinical Trials (ACT): a Clinical and Translational Science Award Consortium network S Visweswaran, MJ Becich, VS D’Itri, ER Sendro, D MacFadden, ... JAMIA Open, 2018	97	2018
An informatics research agenda to support precision medicine: seven key areas JD Tenenbaum, P Avillach, M Benham-Hutchins, MK Breitenstein, ... Journal of the American Medical Informatics Association 23 (4), 791-795, 2016	89	2016
Identifying genetic interactions in genome‐wide data using Bayesian networks X Jiang, MM Barmada, S Visweswaran Genetic Epidemiology 34 (6), 575-581, 2010	72	2010
An empirical evaluation of prompting strategies for large language models in zero-shot clinical natural language processing: algorithm development and validation study S Sivarajkumar, M Kelley, A Samolyk-Mazzanti, S Visweswaran, Y Wang JMIR Medical Informatics 12, e55318, 2024	69	2024

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