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)

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 007; Kerry Ngan; Thomas DeRamus; Sudha R. Raman; Bradley G. Hammill; Hana Lee; Sengwee Toh; et al. (CoRR, 2024)

Probabilistic medical predictions of large language models. - Bowen Gu; Rishi J. Desai; Kueiyu Joshua Lin; Jie Yang (npj Digit. Medicine, 2024)

Comparative ranking of marginal confounding impact of natural language processing-derived versus structured features in pharmacoepidemiology. - Joseph M. Plasek; Richard Wyss; Janick Weberpals; Jie Yang 039; Thomas DeRamus; Theodore N. Tsacogianis; Kerry Ngan; Lily G. Bessette; Kueiyu Joshua Lin; Li Zhou 007 (Comput. Biol. Medicine, 2025)

Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies. - Richard Wyss; Jie Yang 039; Sebastian Schneeweiss; Joseph M. Plasek; Li Zhou 007; Thomas DeRamus; Janick Weberpals; Kerry Ngan; Theodore N. Tsacogianis; Kueiyu Joshua Lin (J. Biomed. Informatics, 2025)

BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text. - Jiageng Wu; Bowen Gu; Ren Zhou; Kevin Xie; Douglas Snyder; Yixing Jiang; Valentina Carducci; Richard Wyss; Rishi J. Desai; Emily Alsentzer; Leo Anthony Celi; Adam Rodman; et al. (CoRR, 2025)

Scalable Medication Extraction and Discontinuation Identification from Electronic Health Records Using Large Language Models. - Chong Shao; Douglas Snyder; Chiran Li; Bowen Gu; Kerry Ngan; Chun-Ting Yang; Jiageng Wu; Richard Wyss; Kueiyu Joshua Lin; Jie Yang 039 (CoRR, 2025)