Hidden Gaps in Using Common Data Models to Achieve Interoperability Between Electronic Phenotypes and Clinical Data. - Fabricio Sampaio Peres Kury; Li-heng Fu; Chi Yuan; Ida Sim; Simona Carini; Chunhua Weng (AMIA, 2019)

Leveraging Clinical Expertise as a Feature - not an Outcome - of Predictive Models: Evaluation of an Early Warning System Use Case. - Sarah Collins Rossetti; Christopher Knaplund; David J. Albers; Abdul A. Tariq; Kui Tang; David K. Vawdrey; Natalie Yip; Patricia C. Dykes; Jeffrey G. Klann; Min-Jeoung Kang; Jose P. Garcia; Li-heng Fu; et al. (AMIA, 2019)

Utilizing Timestamps of Longitudinal Data from Electronic Health Record to Predict Clinical Deterioration Events. - Li-heng Fu; Christopher Knaplund; Kenrick Cato; David J. Albers; Sarah Collins Rossetti (AMIA, 2020)

Development and validation of early warning score system: A systematic literature review. - Li-heng Fu; Jessica M. Schwartz; Amanda J. Moy; Christopher Knaplund; Min-Jeoung Kang; Kumiko O. Schnock; Jose P. Garcia; Haomiao Jia; Patricia C. Dykes; Kenrick Cato; David J. Albers; Sarah Collins Rossetti (J. Biomed. Informatics, 2020)

Utilizing timestamps of longitudinal electronic health record data to classify clinical deterioration events. - Li-heng Fu; Chris Knaplund; Kenrick Cato; Adler J. Perotte; Min-Jeoung Kang; Patricia C. Dykes; David J. Albers; Sarah Collins Rossetti (J. Am. Medical Informatics Assoc., 2021)

Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework. - Sarah Collins Rossetti; Chris Knaplund; David J. Albers; Patricia C. Dykes; Min-Jeoung Kang; Zfania Tom Korach; Li Zhou 007; Kumiko Schnock; Jose P. Garcia; Jessica M. Schwartz; Li-heng Fu; Jeffrey G. Klann; et al. (J. Am. Medical Informatics Assoc., 2021)