Sebastian Schneeweiss

According to our database, Sebastian Schneeweiss authored at least 7 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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, 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

CoRR, 2024

2022

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

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, Gerald J. Dal Pan, Shirley V. Wang, Joshua J. Gagne, Sebastian Schneeweiss

npj Digit. Medicine, 2021

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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2018

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

Proceedings of the AMIA 2018, 2018

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, Xiaobo Zhou, James Perkins, Keith Marsolo, Elmer V. Bernstam, John Showalter, Alexander Quarshie, Elizabeth O. Ofili, George Hripcsak, Shawn N. Murphy

J. Am. Medical Informatics Assoc., 2014

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