| Inherited Thrombophilia and the Risk of Arterial Ischemic Stroke: A Systematic Review and Meta‐Analysis T Chiasakul, E De Jesus, J Tong, Y Chen, M Crowther, D Garcia, ... Journal of the American Heart Association 8 (19), e012877, 2019 | 105 | 2019 |
| Learning from local to global: An efficient distributed algorithm for modeling time-to-event data R Duan, C Luo, MJ Schuemie, J Tong, CJ Liang, HH Chang, MR Boland, ... Journal of the American Medical Informatics Association 27 (7), 1028-1036, 2020 | 62 | 2020 |
| Diagnostic accuracy of the PLASMIC score in patients with suspected thrombotic thrombocytopenic purpura: A systematic review and meta‐analysis K Paydary, E Banwell, J Tong, Y Chen, A Cuker Transfusion 60 (9), 2047-2057, 2020 | 56 | 2020 |
| Robust-ODAL: Learning from heterogeneous health systems without sharing patient-level data J Tong, R Duan, R Li, MJ Scheuemie, JH Moore, Y Chen PACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, 695-706, 2019 | 24 | 2019 |
| DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models C Luo, MN Islam, NE Sheils, J Buresh, J Reps, MJ Schuemie, PB Ryan, ... Nature communications 13 (1), 1678, 2022 | 20 | 2022 |
| An Augmented Estimation Procedure for EHR-based Association Studies Accounting for Differential Misclassification J Tong, J Huang, J Chubak, X Wang, JH Moore, RA Hubbard, Y Chen Journal of the American Medical Informatics Association,, 1–10, 2019 | 16 | 2019 |
| Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites J Tong, C Luo, MN Islam, NE Sheils, J Buresh, M Edmondson, PA Merkel, ... NPJ digital medicine 5 (1), 76, 2022 | 13 | 2022 |
| Serum antinuclear antibodies associate with worse prognosis in AQP4‐positive neuromyelitis optica spectrum disorder R Fan, Y Zhang, Y Xu, J Tong, Z Chen, M Gu, W Fan, Y Chen, F Peng, ... Brain and Behavior 11 (1), e01865, 2021 | 12 | 2021 |
| A cost-effective chart review sampling design to account for phenotyping error in electronic health records (EHR) data Z Yin, J Tong, Y Chen, RA Hubbard, CY Tang Journal of the American Medical Informatics Association 29 (1), 52-61, 2022 | 11 | 2022 |
| Comparing drug safety of hepatitis C therapies using post-market data J Huang, X Zhang, J Tong, J Du, R Duan, L Yang, JH Moore, C Tao, ... BMC medical informatics and decision making 19, 1-12, 2019 | 10 | 2019 |
| Adding caplacizumab to standard of care in thrombotic thrombocytopenic purpura: a systematic review and meta-analysis M Djulbegovic, J Tong, A Xu, J Yang, Y Chen, A Cuker, AM Pishko Blood Advances 7 (10), 2132-2142, 2023 | 9 | 2023 |
| Origami plot: a novel multivariate data visualization tool that improves radar chart R Duan, J Tong, AJ Sutton, DA Asch, H Chu, CH Schmid, Y Chen Journal of Clinical Epidemiology 156, 85-94, 2023 | 8 | 2023 |
| Prediction of post‐vaccination Guillain‐Barré syndrome using data from a passive surveillance system C Luo, Y Jiang, J Du, J Tong, J Huang, V Lo Re III, SS Ellenberg, ... Pharmacoepidemiology and drug safety 30 (5), 602-609, 2021 | 8 | 2021 |
| Lossless distributed linear mixed model with application to integration of heterogeneous healthcare data C Luo, MN Islam, NE Sheils, J Reps, J Buresh, R Duan, J Tong, ... medRxiv, 2020.11. 16.20230730, 2020 | 8 | 2020 |
| Reducing Bias Due to Outcome Misclassification for Epidemiologic Studies Using EHR-derived Probabilistic Phenotypes RA Hubbard, J Tong, R Duan, Y Chen Epidemiology 31 (4), 542-550, 2020 | 8 | 2020 |
| Food insecurity and binge eating: A systematic review and meta-analysis AMCPD Jessica A. Abene, Jiayi Tong BS, Jeffrey Minuk MD, Gretchen ... International Journal of Eating Disorders, 2023 | 7 | 2023 |
| Leverage Real-world Longitudinal Data in Large Clinical Research Networks for Alzheimer's Disease and Related Dementia (ADRD) R Duan, Z Chen, J Tong, C Luo, T Lyu, C Tao, D Maraganore, J Bian, ... AMIA Annual Symposium Proceedings 2020, 393, 2020 | 7 | 2020 |
| Plasma Homocysteine Level Is Associated with the Expanded Disability Status Scale in Neuromyelitis Optica Spectrum Disorder J Liang, J Liu, R Fan, Z Chen, X Chen, J Tong, Y Chen, F Peng, Y Jiang Neuroimmunomodulation 26 (5), 258-264, 2019 | 7 | 2019 |
| Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research Network J Tong, Z Chen, R Duan, WH Lo-Ciganic, T Lyu, C Tao, PA Merkel, ... AMIA Annual Symposium Proceedings 2020, 1220, 2020 | 6 | 2020 |
| Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources W Li, J Tong, M Anjum, N Mohammed, Y Chen, X Jiang BMC Medical Informatics and Decision Making 22 (1), 1-12, 2022 | 5 | 2022 |
Yong ChenProfessor of Biostatistics, The University of PennsylvaniaVerified email at upenn.edu
