Developing A Fair Individualized Polysocial Risk Score (iPsRS) for Identifying Increased Social Risk of Hospitalizations in Patients with Type 2 Diabetes (T2D). - Yu Huang 018; Jingchuan Guo; William T. Donahoo; Zhengkang Fan; Ying Lu; Wei-Han William Chen; Huilin Tang; Lori Bilello; Elizabeth A. Shenkman; Jiang Bian 001 (CoRR, 2023)

Assess the documentation of cognitive tests and biomarkers in electronic health records via natural language processing for Alzheimer's disease and related dementias. - Zhaoyi Chen; Hansi Zhang; Xi Yang 015; Songzi Wu; Xing He 003; Jie Xu 012; Jingchuan Guo; Mattia Prosperi; Fei Wang 001; Hua Xu 001; Yong Chen 016; Hui Hu; et al. (Int. J. Medical Informatics, 2023)

Predicting the Risk of Alzheimer's Disease and Related Dementia in Patients with Mild Cognitive Impairment Using a Semi-Competing Risk Approach. - Zhaoyi Chen; Yuchen Yang; Dazheng Zhang; Jingchuan Guo; Yi Guo 005; Xia Hu 001; Yong Chen 016; Jiang Bian 001 (Informatics, 2023)

A scoping review of fair machine learning techniques when using real-world data. - Yu Huang 018; Jingchuan Guo; Wei-Han William Chen; Hsin-Yueh Lin; Huilin Tang; Fei Wang 001; Hua Xu 001; Jiang Bian 001 (J. Biomed. Informatics, 2024)

Variational temporal deconfounder network for individualized treatment effect estimation with longitudinal observational data. - Hao Dai; Yu Huang 018; Yuxi Liu; Xing He 003; Jingchuan Guo; Mattia Prosperi; Jiang Bian 001 (J. Biomed. Informatics, 2025)

A natural language processing-based approach for early detection of heart failure onset using electronic health records. - Yuxi Liu; Zhen Tan 001; Zhenhao Zhang; Song Wang 013; Jingchuan Guo; Huan Liu 001; Tianlong Chen 001; Jiang Bian 001 (Knowl. Based Syst., 2025)