Sebastian Schneeweiss

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 5

Top Topics

Natural Language

Multiple Imputation

Partially Observed

Top Venues

J. Am. Medical Informatics Assoc.

Comput. Stat. Data Anal.

Publications

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
High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates. CoRR (2024)
Yinzhu Jin, Sebastian Schneeweiss, Dave Merola, Kueiyu Joshua Lin
Impact of longitudinal data-completeness of electronic health record data on risk score misclassification. J. Am. Medical Informatics Assoc. 29 (7) (2022)
Rishi J. Desai, Sebastian Schneeweiss, Keith Marsolo, Shirley Wang, Robert Ball
Reliable insights regarding medication outcomes from real world data- key principles of an evidence generation framework. AMIA (2021)
Rishi J. Desai, Michael E. Matheny, Kevin Johnson, Keith Marsolo, Lesley H. Curtis, Jennifer C. Nelson, Patrick J. Heagerty, Judith C. Maro, Jeffery Brown, Sengwee Toh, Michael D. Nguyen, Robert Ball, Gerald J. Dal Pan, Shirley V. Wang, Joshua J. Gagne, Sebastian Schneeweiss
Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework. npj Digit. Medicine 4 (2021)
Jeffrey G. Klann, Stanley Boykin, Marc D. Natter, Margaret Vella, Douglas MacFadden, Sarah R. Weiler, Sebastian Schneeweiss, Kenneth D. Mandl, Shawn N. Murphy
Accessible Research Commons for Health: Four Years Into the PCORnet Journey. AMIA (2018)
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
Brief communication: Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): Architecture. J. Am. Medical Informatics Assoc. 21 (4) (2014)
Jessica M. Franklin, Sebastian Schneeweiss, Jennifer M. Polinski, Jeremy A. Rassen
Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases. Comput. Stat. Data Anal. 72 (2014)