| The “All of Us” Research Program AURP Investigators New England Journal of Medicine 381 (7), 668-676, 2019 | 2056* | 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 | 1443 | 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 | 616 | 2020 |
| Ethical and bias considerations in artificial intelligence / machine learning M Hanna, L Pantanowitz, B Jackson, O Palmer, S Visweswaran, ... Modern Pathology, 100686, 2024 | 409 | 2024 |
| 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 | 346 | 2022 |
| 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 | 254 | 2021 |
| 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 | 247 | 2019 |
| A framework for human evaluation of large language models in healthcare derived from literature review TYC Tam, S Sivarajkumar, S Kapoor, AV Stolyar, K Polanska, ... npj Digital Medicine 7 (1), 258, 2024 | 201 | 2024 |
| 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 | 198 | 2024 |
| 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 | 198 | 2013 |
| 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 | 191 | 2023 |
| 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 | 160 | 2021 |
| 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 | 142 | 2021 |
| Improving classification performance with discretization on biomedical datasets JL Lustgarten, V Gopalakrishnan, H Grover, S Visweswaran AMIA Annual Symposium Proceedings 2008, 445, 2008 | 140 | 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 | 135 | 2011 |
| 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 | 123 | 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 | 121 | 2017 |
| Learning genetic epistasis using Bayesian network scoring criteria X Jiang, RE Neapolitan, MM Barmada, S Visweswaran BMC Bioinformatics 12 (1), 89, 2011 | 117 | 2011 |
| Measuring stability of feature selection in biomedical datasets JL Lustgarten, V Gopalakrishnan, S Visweswaran AMIA Annual Symposium Proceedings 2009, 406–410, 2009 | 117 | 2009 |
| 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 | 112 | 2018 |
Gregory CooperProfessor of Biomedical Informatics, University of PittsburghVerified email at pitt.edu
