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Rishi Desai

Department of Medicine

55H-index
424Paper Count
1.1WCitation Count
Published Papers 150
Publication Date
Empirical assessment of constraints and credibility when emulating a placebo-controlled trial with the clone-censor-weight approach
err2026-07-30
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errAnna-Janina Stephan; Gerard Portela; Raisa Levin; Nils Krüger; Sebastian Schneeweiss; Rishi J. Desai
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BRIDGE: benchmarking large language models for understanding real-world clinical practice texts
err2026-06-17
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PREAI
errJiageng Wu; Bowen Gu; Ren Zhou; Kevin Xie; Doug Snyder; Yixing Jiang; Valentina Carducci; Richard Wyss; Rishi J. Desai; Emily Alsentzer; Leo Anthony Celi; Adam Rodman; Sebastian Schneeweiss; Jonathan H. Chen; Santiago Romero-Brufau; Kueiyu Joshua Lin; Jie Yang
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Health Information Exchanges (HIEs) as Novel Sources for Population-Based Post Marketing Surveillance of Medical Products: A Pilot Study from the FDA Sentinel Innovation Center
err2026-04-13
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PREAI
errAnjum Khurshid; David Kendrick; Haritha S. Pillai; Jenny Sun; Eliel Oliveira; Alexis Jaquish; Sarah K. Dutcher; Patricia Bright; Youjin Wang; Jie Li; Tiffany Austin; Patrick J. Heagerty; Michael E. Matheny; Sebastian Schneeweiss; Rishi J. Desai
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Assessing Treatment Effects in Observational Data With Missing Confounders: A Comparative Study of Practical Doubly-Robust and Traditional Missing Data Methods
err2026-02-01
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PREAI
errWilliamson, Brian D.; Krakauer, Chloe; Johnson, Eric; Gruber, Susan; Shepherd, Bryan E.; van der Laan, Mark J.; Lumley, Thomas; Lee, Hana; Hernandez-Munoz, Jose J.; Zhao, Fengyu; Dutcher, Sarah K.; Desai, Rishi; Simon, Gregory E.; Shortreed, Susan M.; Nelson, Jennifer C.; Shaw, Pamela A.
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Evaluating Unmeasured Confounding Factors in Claims Data Using Linked Electronic Health Records: A Proof-of-Principle Analysis
err2026-02-01
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PREAI
errSreedhara, Sushama Kattinakere; Pillai, Haritha S.; Desai, Rishi J.; Ngan, Kerry; Lai, Ken; Lii, Joyce; Dutcher, Sarah K.; Wang, Youjin; Apata, Jummai; Tian, Fang; Osaghae, Ikponmwosa; He, Jiwei; Connolly, John G.; Wang, Shirley V.
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Strengthening inferential studies in the FDA Sentinel initiative: results from a methodological demonstration project
err2025-12-15
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errRishi J. Desai; Janick Weberpals; Haritha Pillai; Adebola Ajao; Mukund Desibhatla; Rebecca Hawrusik; José J. Hernández-Muñoz; Chanelle Jones; Jamal T. Jones; Joyce Lii; Jie Li; Jennifer G. Lyons; Ryan Schoeplein; Fatma M. Shebl; Sengwee Toh; Elisabetta Patorno; Sebastian Schneeweiss
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Augmenting fact and date of death in electronic health records using internet media sources: a validation study from two large healthcare systems
err2025-12-01
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errLeNoue-Newton, Michele; Al-Garadi, Mohammed; Ngan, Kerry; Pillai, Haritha; Reeves, Ruth M.; Park, Daniel; Westerman, Dax M.; Hernandez-Munoz, Jose J.; Wang, Xi; Kuzucan, Aida; Wang, Shirley, V; Lin, Kueiyu Joshua; Fuller, Candace C.; McPheeters, Melissa; Matheny, Michael E.; Desai, Rishi J.
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Cardiovascular outcomes of semaglutide and tirzepatide for patients with type 2 diabetes in clinical practice
err2025-11-09
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errNils Krüger; Sebastian Schneeweiss; Rishi J. Desai; Sushama Kattinakere Sreedhara; Anna R. Kehoe; Kenshiro Fuse; Georg Hahn; Heribert Schunkert; Shirley V. Wang
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Electronic health record-enhanced signal detection using tree-based scan statistic methods
err2025-10-01
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PREAI
errRusso, Massimiliano; Sreedhara, Sushama Kattinakere; Smith, Joshua; Davis, Sharon E.; Maro, Judith C.; Deramus, Thomas; Lii, Joyce; Yang, Jie; Desai, Rishi J.; Hernandez-Munoz, Jose J.; Ma, Yong; Wang, Youjin; Jones, Jamal T.; Wang, Shirley, V
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High-dimensional multiple imputation for partially observed confounders including natural language processing-derived auxiliary covariates
err2025-10-01
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PREAI
errWeberpals, Janick; Shaw, Pamela A.; Lin, Kueiyu Joshua; Wyss, Richard; Plasek, Joseph M.; Zhou, Li; Ngan, Kerry; Deramus, Thomas; Raman, Sudha R.; Hammill, Bradley G.; Lee, Hana; Toh, Sengwee; Connolly, John G.; Dandreo, Kimberly J.; Tian, Fang; Liu, Wei; Li, Jie; Hernandez-Munoz, Jose J.; Schneeweiss, Sebastian; Desai, Rishi J.
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Polypharmacy's Association With Mortality: Confounding From Underlying Morbidity
err2025-07-04
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errEmma Bjørk; Christopher T. Rentsch; Rishi J. Desai; Jacob H. Andersen; Carina Lundby; Anton Pottegård
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Vericiguat Adherence for Heart Failure With Reduced Ejection Fraction in Routine Clinical Care in the US
err2025-04-01
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PREAI
errIkram, Naira; Bhatt, Ankeet; Vaduganathan, Muthiah; Desai, Rishi J.
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Note on targeted learning with an undersmoothed Lasso propensity score model for large-scale covariate adjustment in health care database studies
err2025-03-01
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PREAI
errWyss, Richard; van der Laan, Mark; Gruber, Susan; Shi, Xu; Lee, Hana; Dutcher, Sarah K.; Nelson, Jennifer C.; Toh, Sengwee; Russo, Massimiliano; Wang, Shirley, V; Desai, Rishi J.; Lin, Kueiyu Joshua
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Changes in serum creatinine during and after pregnancy in female patients with or without chronic kidney disease: an observational study in UK primary care data
err2025-02-26
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errMarxer, Carole A.; Paik, Julie M.; Zhuo, Min; Desai, Rishi J.; Hagberg, Katrina Wilcox; Jick, Susan S.; Meier, Christoph R.; Spoendlin, Julia
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Population-Based Validation Results From the Drug Repurposing for Effective Alzheimer's Medicines (DREAM) Study
err2025-02-11
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PREAI
errDesai, Rishi J.; Varma, Vijay R.; Mahesri, Mufaddal; Lee, Su Been; Freedman, Ariel; Gerhard, Tobias; Segal, Jodi; Vine, Seanna; Ritchey, Mary Beth E.; Horton, Daniel B.; Thambisetty, Madhav
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Scalable information extraction from free text electronic health records using large language models
err2025-01-28
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errGu, Bowen; Shao, Vivian; Liao, Ziqian; Carducci, Valentina; Brufau, Santiago Romero; Yang, Jie; Desai, Rishi J.
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Probabilistic medical predictions of large language models
err2024-12-19
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errGu, Bowen; Desai, Rishi J.; Lin, Kueiyu Joshua; Yang, Jie
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Analyzing missingness patterns in real-world data using the SMDI toolkit: application to a linked EHR-claims pharmacoepidemiology study
err2024-10-19
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errRaman, Sudha R.; Hammill, Bradley G.; Shaw, Pamela A.; Lee, Hana; Toh, Sengwee; Connolly, John G.; Dandreo, Kimberly J.; Nalawade, Vinit; Tian, Fang; Liu, Wei; Li, Jie; Hernandez-Munoz, Jose J.; Glynn, Robert J.; Desai, Rishi J.; Weberpals, Janick
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