Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases. - Jessica M. Franklin; Sebastian Schneeweiss; Jennifer M. Polinski; Jeremy A. Rassen (Comput. Stat. Data Anal., 2014)

Brief communication: Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): Architecture. - Kenneth D. Mandl; Isaac S. Kohane; Douglas McFadden; Griffin M. Weber; Marc D. Natter; Joshua C. Mandel; Sebastian Schneeweiss; Sarah Weiler; Jeffrey G. Klann; Jonathan P. Bickel; William G. Adams; Yaorong Ge; et al. (J. Am. Medical Informatics Assoc., 2014)

Accessible Research Commons for Health: Four Years Into the PCORnet Journey. - Jeffrey G. Klann; Stanley Boykin; Marc D. Natter; Margaret Vella; Douglas MacFadden; Sarah R. Weiler; Sebastian Schneeweiss; Kenneth D. Mandl; Shawn N. Murphy (AMIA, 2018)

Reliable insights regarding medication outcomes from real world data- key principles of an evidence generation framework. - Rishi J. Desai; Sebastian Schneeweiss; Keith Marsolo; Shirley V. Wang; Robert Ball (AMIA, 2021)

Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework. - Rishi J. Desai; Michael E. Matheny; Kevin Johnson; Keith Marsolo; Lesley H. Curtis; Jennifer C. Nelson; Patrick J. Heagerty; Judith C. Maro; Jeffrey S. Brown; Sengwee Toh; Michael D. Nguyen; Robert Ball; et al. (npj Digit. Medicine, 2021)

Impact of longitudinal data-completeness of electronic health record data on risk score misclassification. - Yinzhu Jin; Sebastian Schneeweiss; Dave Merola; Kueiyu Joshua Lin (J. Am. Medical Informatics Assoc., 2022)

High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates. - Janick Weberpals; Pamela A. Shaw; Kueiyu Joshua Lin; Richard Wyss; Joseph M. Plasek; Li Zhou 007; Kerry Ngan; Thomas DeRamus; Sudha R. Raman; Bradley G. Hammill; Hana Lee; Sengwee Toh; et al. (CoRR, 2024)

Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies. - Richard Wyss; Jie Yang 039; Sebastian Schneeweiss; Joseph M. Plasek; Li Zhou 007; Thomas DeRamus; Janick Weberpals; Kerry Ngan; Theodore N. Tsacogianis; Kueiyu Joshua Lin (J. Biomed. Informatics, 2025)

BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text. - Jiageng Wu; Bowen Gu; Ren Zhou; Kevin Xie; Douglas Snyder; Yixing Jiang; Valentina Carducci; Richard Wyss; Rishi J. Desai; Emily Alsentzer; Leo Anthony Celi; Adam Rodman; et al. (CoRR, 2025)