Author

Jiayi Tong

Ph.D. student, Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania - Cited by 293 - Biostatistics - Real-world evidence (RWE) - Meta-analysis - Bioinformatics

Biography

Dr. Jiayi Tong is working from the Institute of Cardiology, Southeast University, Nanjing, Jiangsu Province, China. Cardiology, Public Health, Infectious Diseases and Clinical Trials are the research interests of the author.
Title
Cited by
Year
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, 2019201
79
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, 2020202
44
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 CukerTransfusion 60 (9), 2047-2057, 2020202
39
2020
Robust-ODAL: Learning from heterogeneous health systems without sharing patient-level data
J Tong, R Duan, R Li, MJ Scheuemie, JH Moore, Y ChenPACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, 695-706, 2019201
18
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, 2022202
12
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 (1), e01865, 2021202
11
2021
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 ChenJournal of the American Medical Informatics Association,, 1–, 2019201
10
2019
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 1, 1-12, 20120
9
2019
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 TangJournal of the American Medical Informatics Association 29 (1), 52-61, 2022202
8
2022
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), 6, 2022202
7
2022
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, 2021202
7
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. 16.2023030, 2020202
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 JiangNeuroimmunomodulation 2 (5), 258-24, 2019201
6
2019
Reducing Bias Due to Outcome Misclassification for Epidemiologic Studies Using EHR-derived Probabilistic Phenotypes
RA Hubbard, J Tong, R Duan, Y ChenEpidemiology 31 (4), 542-550, 2020202
6
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
J Tong, Z Chen, R Duan, WH Lo-Ciganic, T Lyu, C Tao, PA Merkel, ...AMIA Annual Symposium Proceedings 2020, 1220, 2020202
5
2020
Testing for publication bias in meta-analysis under Copas selection model
R Duan, J Piao, A Marks-Anglin, J Tong, L Lin, H Chu, J Ning, Y ChenarXiv preprint arXiv:2007.0086, 2020202
3
2020
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 ChenJournal of Clinical Epidemiology 156, 85-94, 20220
3
2023
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 PishkoBlood Advances 7 (10), 212-2142, 20220
3
2023
Comparing adverse effects of Hepatitis C drugs using FAERS data
J Huang, X Zhang, J Tong, J Du, R Duan, Y Liu, JH Moore, Y Chen, C Tao018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 01801
2
2018
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 JiangBMC Medical Informatics and Decision Making (1), 1-1, 0
2
2022

Referred From: https://scholar.google.com/citations?user=47w-myYAAAAJ&hl=en&oi=sra

Cited by
Citations 293
h-index 8
i10-index 7
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