Sengwee Toh

According to our database, Sengwee Toh authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease.

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

J. Am. Medical Informatics Assoc., February, 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

2023

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.

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

J. Am. Medical Informatics Assoc., February, 2023

2022

The US Food and Drug Administration Sentinel System: a national resource for a learning health system.

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

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

Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project.

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

J. Am. Medical Informatics Assoc., 2021