Sebastian Schneeweiss

12 papers Misc 2Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scalable confounding adjustment in real-world evidence: benchmarking data-adaptive and investigator-specified strategies in a large-scale trial emulation study.
J. Am. Medical Informatics Assoc.
Andrew Weckstein, Shirley V. Wang, Richard Wyss, Sebastian Schneeweiss
2026 J jnl
Strengthening inferential studies in the FDA Sentinel initiative: results from a methodological demonstration project.
npj Digit. Medicine
Rishi J. Desai, Janick Weberpals, Haritha S. 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
2025 J jnl
Assessment of the conditional exchangeability assumption in causal machine learning models: a simulation study.
CoRR
Gerard T. Portela, Jason B. Gibbons, Sebastian Schneeweiss, Rishi J. Desai
2025 J jnl
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text.
CoRR
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, Sebastian Schneeweiss, Jonathan H. Chen, Santiago Romero-Brufau, Kueiyu Joshua Lin, Jie Yang
2025 J jnl
Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies.
J. Biomed. Informatics
Richard Wyss, Jie Yang, Sebastian Schneeweiss, Joseph M. Plasek, Li Zhou, Thomas DeRamus, Janick Weberpals, Kerry Ngan, Theodore N. Tsacogianis, Kueiyu Joshua Lin
2024 J jnl
High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates.
CoRR
Janick Weberpals, Pamela A. Shaw, Kueiyu Joshua Lin, Richard Wyss, Joseph M. Plasek, Li Zhou, Kerry Ngan, Thomas DeRamus, Sudha R. Raman, Bradley G. Hammill, Hana Lee, Sengwee Toh, John G. Connolly, Kimberly J. Dandreo, Fang Tian, Wei Liu, Jie Li, José J. Hernández-Muñoz, Sebastian Schneeweiss, Rishi J. Desai
2022 J jnl
Impact of longitudinal data-completeness of electronic health record data on risk score misclassification.
J. Am. Medical Informatics Assoc.
Yinzhu Jin, Sebastian Schneeweiss, Dave Merola, Kueiyu Joshua Lin
2021 J jnl
Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework.
npj Digit. Medicine
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, Gerald J. Dal Pan, Shirley V. Wang, Joshua J. Gagne, Sebastian Schneeweiss
2021 Misc conf
Reliable insights regarding medication outcomes from real world data- key principles of an evidence generation framework.
AMIA
Rishi J. Desai, Sebastian Schneeweiss, Keith Marsolo, Shirley V. Wang, Robert Ball
2018 Misc conf
Accessible Research Commons for Health: Four Years Into the PCORnet Journey.
AMIA
Jeffrey G. Klann, Stanley Boykin, Marc D. Natter, Margaret Vella, Douglas MacFadden, Sarah R. Weiler, Sebastian Schneeweiss, Kenneth D. Mandl, Shawn N. Murphy
2014 J jnl
Brief communication: Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): Architecture.
J. Am. Medical Informatics Assoc.
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, Xiaobo Zhou, James Perkins, Keith Marsolo, Elmer V. Bernstam, John Showalter, Alexander Quarshie, Elizabeth O. Ofili, George Hripcsak, Shawn N. Murphy
2014 J jnl
Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases.
Comput. Stat. Data Anal.
Jessica M. Franklin, Sebastian Schneeweiss, Jennifer M. Polinski, Jeremy A. Rassen