Sengwee Toh

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Multiple Imputation

Natural Language Processing

Clinical Trials

Top Venues

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Publications

Joshua C. Smith, Brian D. Williamson, David J. Cronkite, Daniel Park, Jill M. Whitaker, Michael F. McLemore, Joshua Osmanski, Robert Winter, Arvind Ramaprasan, Ann Kelley, Mary Shea, Saranrat Wittayanukorn, Danijela Stojanovic, Yueqin Zhao, Sengwee Toh, Kevin B. Johnson, David Aronoff, David S. Carrell
Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease. J. Am. Medical Informatics Assoc. 31 (3) (2024)
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)
Keith Marsolo, Daniel Kiernan, Sengwee Toh, Jasmin Phua, Darcy Louzao, Kevin Haynes, Mark G. Weiner, Francisco Angulo, Charles Bailey, Jiang Bian, Daniel Fort, Shaun J. Grannis, Ashok Kumar Krishnamurthy, Vinit Nair, Pedro Rivera, Jonathan C. Silverstein, Maryan Zirkle, Thomas Carton
Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network. J. Am. Medical Informatics Assoc. 30 (3) (2023)
Jeffrey S. Brown, Aaron B. Mendelsohn, Young Hee-Nam, Judith C. Maro, Noelle M. Cocoros, Carla Rodriguez-Watson, Catherine M. Lockhart, Richard Platt, Robert Ball, Gerald J. Dal Pan, Sengwee Toh
The US Food and Drug Administration Sentinel System: a national resource for a learning health system. J. Am. Medical Informatics Assoc. 29 (12) (2022)
Teresa B. Gibson, Michael D. Nguyen, Timothy Burrell, Frank Yoon, Jenna Wong, Sai Dharmarajan, Rita Ouellet-Hellstrom, Wei Hua, Yong Ma, Elande Baro, Sarah Bloemers, Cory Pack, Adee Kennedy, Sengwee Toh, Robert Ball
Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project. J. Am. Medical Informatics Assoc. 28 (7) (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)