An Empirical Study for Impacts of Measurement Errors on EHR based Association Studies. - Rui Duan 004; Ming Cao 005; Yonghui Wu; Jing Huang 021; Joshua C. Denny; Hua Xu 001; Yong Chen 016 (AMIA, 2016)

Post-marketing Drug Safety Evaluation Using Data Mining Based on FAERS. - Rui Duan 004; Xinyuan Zhang 003; Jingcheng Du; Jing Huang 021; Cui Tao; Yong Chen 016 (DMBD, 2017)

Comparing the Human Papillomavirus Vaccination Opinions Trends from Different Twitter User Groups with a Machine Learning Based System and Semiparametric Nonlinear Regression. - Jingcheng Du; Jing Huang 021; Rui Duan 004; Yong Chen 016; Cui Tao (MedInfo, 2017)

Comparing Different Adverse Effects Among Multiple Drugs Using FAERS Data. - Jing Huang 021; Xinyuan Zhang 003; Jingcheng Du; Rui Duan 004; Liu Yang; Jason H. Moore; Yong Chen 016; Cui Tao (MedInfo, 2017)

A signal detection method for temporal variation of adverse effect with vaccine adverse event reporting system data. - Yi Cai; Jingcheng Du; Jing Huang 021; Susan S. Ellenberg; Sean Hennessy; Cui Tao; Yong Chen 016 (BMC Medical Informatics Decis. Mak., 2017)

Identification of Rare Adverse Events with Year-varying Reporting Rates for FLU4 Vaccine in VAERS. - Jiayi Tong; Jing Huang 021; Jingcheng Du; Yi Cai; Cui Tao; Yong Chen 016 (AMIA, 2018)

Comparing adverse effects of Hepatitis C drugs using FAERS data. - Jing Huang 021; Xinyuan Zhang 003; Jiayi Tong; Jingcheng Du; Rui Duan 004; Liu Yang; Jason H. Moore; Yong Chen 016; Cui Tao (BIBM, 2018)

Comparing Pharmacovigilance Outcomes Between FAERS and EMR Data for Acute Mania Patients. - Xinyuan Zhang 003; Rui Duan 004; Jingcheng Du; Jing Huang 021; Yong Chen 016; Cui Tao (ICHI Workshops, 2018)

PIE: A prior knowledge guided integrated likelihood estimation method for bias reduction in association studies using electronic health records data. - Jing Huang 021; Rui Duan 004; Rebecca A. Hubbard; Yonghui Wu; Jason H. Moore; Hua Xu 001; Yong Chen 016 (J. Am. Medical Informatics Assoc., 2018)

Comparing drug safety of hepatitis C therapies using post-market data. - Jing Huang 021; Xinyuan Zhang 003; Jiayi Tong; Jingcheng Du; Rui Duan 004; Liu Yang; Jason H. Moore; Cui Tao; Yong Chen 016 (BMC Medical Informatics Decis. Mak., 2019)

On the evidence consistency of pharmacovigilance outcomes between Food and Drug Administration Adverse Event Reporting System and electronic medical record data for acute mania patients. - Rui Duan 004; Xinyuan Zhang 003; Jingcheng Du; Jing Huang 021; Cui Tao; Yong Chen 016 (Health Informatics J., 2020)

An augmented estimation procedure for EHR-based association studies accounting for differential misclassification. - Jiayi Tong; Jing Huang 021; Jessica Chubak; Xuan Wang; Jason H. Moore; Rebecca A. Hubbard; Yong Chen 016 (J. Am. Medical Informatics Assoc., 2020)

Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research. - Yizhao Zhou; Jiasheng Shi; Ronen Stein; Xiaokang Liu; Robert N. Baldassano; Christopher B. Forrest; Yong Chen 016; Jing Huang 021 (J. Am. Medical Informatics Assoc., 2023)

Semisupervised score based matching algorithm to evaluate the effect of public health interventions. - Hongzhe Zhang; Jiasheng Shi; Jing Huang 021 (CoRR, 2024)