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 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)

Leverage Real-World Longitudinal Data in Large Clinical Research Networks for Alzheimer's Disease and Related Dementia (ADRD). - Rui Duan 004; Zhaoyi Chen; Jiayi Tong; Chongliang Luo; Tianchen Lyu; Cui Tao; Demetrius Maraganore; Jiang Bian 001; Yong Chen 016 (AMIA, 2020)

Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research Network. - Jiayi Tong; Zhaoyi Chen; Rui Duan 004; Wei-Hsuan Lo-Ciganic; Tianchen Lyu; Cui Tao; Peter A. Merkel; Henry R. Kranzler; Jiang Bian 001; Yong Chen 016 (AMIA, 2020)

Evaluation of Phenotyping Errors on Polygenic Risk Score Predictions. - Ruowang Li; Jiayi Tong; Rui Duan 004; Yong Chen 016; Jason H. Moore (BIOINFORMATICS, 2020)

Robust-ODAL: Learning from Heterogeneous Health Systems Without Sharing Patient-LevelData. - Jiayi Tong; Rui Duan 004; Ruowang Li; Martijn J. Scheuemie; Jason H. Moore; Yong Chen 016 (PSB, 2020)

Learning from local to global: An efficient distributed algorithm for modeling time-to-event data. - Rui Duan 004; Chongliang Luo; Martijn J. Schuemie; Jiayi Tong; C. Jason Liang; Howard H. Chang; Mary Regina Boland; Jiang Bian 001; Hua Xu 001; John H. Holmes; Christopher B. Forrest; Sally C. Morton; et al. (J. Am. Medical Informatics Assoc., 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)

A cost-effective chart review sampling design to account for phenotyping error in electronic health records (EHR) data. - Ziyan Yin; Jiayi Tong; Yong Chen 016; Rebecca A. Hubbard; Cheng Yong Tang (J. Am. Medical Informatics Assoc., 2021)

Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources. - Wentao Li; Jiayi Tong; Md. Monowar Anjum; Noman Mohammed; Yong Chen 016; Xiaoqian Jiang (BMC Medical Informatics Decis. Mak., 2022)

Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites. - Jiayi Tong; Chongliang Luo; Md. Nazmul Islam; Natalie E. Sheils; John Buresh; Mackenzie J. Edmondson; Peter A. Merkel; Ebbing Lautenbach; Rui Duan 004; Yong Chen 016 (npj Digit. Medicine, 2022)

Teleconsultation Appointment Scheduling Under Uncertain Service Duration and Doctor Availability. - Jiayi Tong; Yunkai Zhai; Lun Ran; Yan Qiao (SOLI, 2024)

OrigamiPlot: An R Package and Shiny Web App Enhanced Visualizations for Multivariate Data. - Yiwen Lu; Jiayi Tong; Yuqing Lei; Alex J. Sutton; Haitao Chu; Lisa D. Levine; Thomas Lumley; David A. Asch; Rui Duan 004; Christopher H. Schmid; Yong Chen 016 (CoRR, 2024)

Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints. - Jiayi Tong; Chongliang Luo; Yifei Sun; Rui Duan 004; M. Elle Saine; Lifeng Lin; Yifan Peng 002; Yiwen Lu; Anchita Batra; Anni Pan; Olivia Wang; Ruowang Li; et al. (J. Am. Medical Informatics Assoc., 2024)

Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework. - Jiayi Tong; Yishan Shen; Alice Xu; Xing He 003; Chongliang Luo; Mackenzie J. Edmondson; Dazheng Zhang; Yiwen Lu; Chao Yan 004; Ruowang Li; Lianne Siegel; Lichao Sun 001; et al. (J. Am. Medical Informatics Assoc., 2024)

Learning competing risks across multiple hospitals: one-shot distributed algorithms. - Dazheng Zhang; Jiayi Tong; Naimin Jing; Yuchen Yang; Chongliang Luo; Yiwen Lu; Dimitri A. Christakis; Diana Güthe; Mady Hornig; Kelly J. Kelleher; Keith E. Morse; Colin M. Rogerson; et al. (J. Am. Medical Informatics Assoc., 2024)

Leveraging error-prone algorithm-derived phenotypes: Enhancing association studies for risk factors in EHR data. - Yiwen Lu; Jiayi Tong; Jessica Chubak; Thomas Lumley; Rebecca A. Hubbard; Hua Xu 001; Yong Chen 016 (J. Biomed. Informatics, 2024)

One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites. - Dazheng Zhang; Jiayi Tong; Ronen Stein; Yiwen Lu; Naimin Jing; Yuchen Yang; Mary Regina Boland; Chongliang Luo; Robert N. Baldassano; Raymond J. Carroll; Christopher B. Forrest; Yong Chen 016 (J. Biomed. Informatics, 2024)

A latent transfer learning method for estimating hospital-specific post-acute healthcare demands following SARS-CoV-2 infection. - Qiong Wu; Nathan M. Pajor; Yiwen Lu; Charles J. Wolock; Jiayi Tong; Vitaly Lorman; Kevin B. Johnson; Jason H. Moore; Christopher B. Forrest; David A. Asch; Yong Chen 016 (Patterns, 2024)

Leveraging undecided cases in chart-reviewed phenotypes to enhance EHR-based association studies. - Xinyao Jian; Dazheng Zhang; Zehao Yu 001; Hua Xu 001; Jiang Bian 001; Yonghui Wu; Jiayi Tong; Yong Chen 016 (J. Biomed. Informatics, 2025)

Evaluating the Bias, type I error and statistical power of the prior Knowledge-Guided integrated likelihood estimation (PIE) for bias reduction in EHR based association studies. - Naimin Jing; Yiwen Lu; Jiayi Tong; James Weaver; Patrick B. Ryan; Hua Xu 001; Yong Chen 016 (J. Biomed. Informatics, 2025)

Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm. - Jiayi Tong; Jenna Marie Reps; Chongliang Luo; Yiwen Lu; Lu Li; Juan Manuel Ramirez-Anguita; Milou T. Brand; Scott L. DuVall; Thomas Falconer; Alex Mayer Fuentes; Xing He 003; Michael E. Matheny; et al. (npj Digit. Medicine, 2025)

COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data. - Qiong Wu; Jenna Marie Reps; Lu Li; Bingyu Zhang; Yiwen Lu; Jiayi Tong; Dazheng Zhang; Thomas Lumley; Milou T. Brand; Mui Van Zandt; Thomas Falconer; Xing He 003; et al. (npj Digit. Medicine, 2025)

Enabling Inclusive Systematic Reviews: Incorporating Preprint Articles with Large Language Model-Driven Evaluations. - Rui Yang 016; Jiayi Tong; Haoyuan Wang; Hui Huang; Ziyang Hu; Peiyu Li; Nan Liu 003; Christopher J. Lindsell; Michael J. Pencina; Yong Chen 016; Chuan Hong (CoRR, 2025)