Shyam Visweswaran

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Gregory CooperProfessor of Biomedical Informatics, University of PittsburghBestätigte E-Mail-Adresse bei pitt.edu
Gilles ClermontProfessor of Critical Care Medicine, University of PittsburghBestätigte E-Mail-Adresse bei pitt.edu
Milos HauskrechtProfessor of Computer Science, University of PittsburghBestätigte E-Mail-Adresse bei pitt.edu
Vanathi GopalakrishnanAssociate Professor of Biomedical Informatics, University of PittsburghBestätigte E-Mail-Adresse bei pitt.edu
Jonathan Llyle LustgartenRotating Clinician at Red Bank Veterinary NetworkBestätigte E-Mail-Adresse bei vet.upenn.edu
Eric V. StroblVanderbilt University Medical CenterBestätigte E-Mail-Adresse bei vumc.org
Harry HochheiserAssociate Professor of Biomedical Informatics, University of PittsburghBestätigte E-Mail-Adresse bei pitt.edu
Michael BarmadaUniversity of PittsburghBestätigte E-Mail-Adresse bei pitt.edu
Melissa SaulUniversity of PittsburghBestätigte E-Mail-Adresse bei pitt.edu
Derek C AngusProfessor, University of PittsburghBestätigte E-Mail-Adresse bei upmc.edu
Andrew J KingRes. Asst. Professor, University of Pittsburgh, Critical Care MedicineBestätigte E-Mail-Adresse bei pitt.edu
Michael J. Becich, MD PhDProfessor of Biomedical Informatics, University of PittsburghBestätigte E-Mail-Adresse bei pitt.edu
Michal ValkoDeepMind Paris & Inria France & ENS MVABestätigte E-Mail-Adresse bei deepmind.com
Jeremy C WeissInvestigator, National Library of Medicine, National Institutes of HealthBestätigte E-Mail-Adresse bei nih.gov
Paul Avillach, MD,PhDAssistant Professor Harvard Medical SchoolBestätigte E-Mail-Adresse bei hms.harvard.edu
Iyad BatalResearch Scientist, MicrosoftBestätigte E-Mail-Adresse bei microsoft.com
Gowtham BellalaData Scientist, FlipkartBestätigte E-Mail-Adresse bei flipkart.com
A. Ian Wong, MD, PhDPulmonary / critical care, Duke UniversityBestätigte E-Mail-Adresse bei duke.edu
Jeya Balaji BalasubramanianNational Cancer InstituteBestätigte E-Mail-Adresse bei nih.gov
Wendy ChapmanUniversity of MelbourneBestätigte E-Mail-Adresse bei unimelb.edu.au

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Shyam Visweswaran

Professor of Biomedical Informatics, University of Pittsburgh

Bestätigte E-Mail-Adresse bei pitt.edu - Startseite

medical informatics machine learning clinical decision support precision medicine


Titel Nach Zitationen sortieren Nach Jahr sortieren Nach Titel sortieren	Zitiert von Zitiert von	Jahr
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	652	2019
The “All of Us” Research Program AURP Investigators New England Journal of Medicine 381 (7), 668-676, 2019	594*	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	259	2020
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	154	2013
Approximate kernel-based conditional independence tests for fast non-parametric causal discovery EV Strobl, K Zhang, S Visweswaran Journal of Causal Inference 7 (1), 2019	120	2019
Improving classification performance with discretization on biomedical datasets JL Lustgarten, V Gopalakrishnan, H Grover, S Visweswaran AMIA Annual Symposium Proceedings 2008, 445, 2008	118	2008
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	115	2021
Learning genetic epistasis using Bayesian network scoring criteria X Jiang, RE Neapolitan, MM Barmada, S Visweswaran BMC Bioinformatics 12 (1), 89, 2011	109	2011
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	104	2011
Measuring stability of feature selection in biomedical datasets JL Lustgarten, V Gopalakrishnan, S Visweswaran AMIA Annual Symposium Proceedings 2009, 406–410, 2009	98	2009
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	81	2016
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	80	2015
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	72	2017
Identifying genetic interactions in genome‐wide data using Bayesian networks X Jiang, MM Barmada, S Visweswaran Genetic Epidemiology 34 (6), 575-581, 2010	69	2010
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	68	2021
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	65	2018
Conditional outlier detection for clinical alerting M Hauskrecht, M Valko, I Batal, G Clermont, S Visweswaran, GF Cooper AMIA Annual Symposium Proceedings 2010, 286, 2010	60	2010
Deep multiple kernel learning EV Strobl, S Visweswaran Machine Learning and Applications (ICMLA), 2013 12th International …, 2013	59	2013
Building an automated SOAP classifier for emergency department reports D Mowery, J Wiebe, S Visweswaran, H Harkema, WW Chapman Journal of Biomedical Informatics 45 (1), 71-81, 2012	56	2012
Learning patient-specific predictive models from clinical data S Visweswaran, DC Angus, M Hsieh, L Weissfeld, D Yealy, GF Cooper Journal of Biomedical Informatics 43 (5), 669-685, 2010	56	2010

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