Jiayi Tong

MathematicsComputer ScienceDecision SciencesMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 4%percentile

0.581Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Leverage Real-world Longitudinal Data in Large Clinical Research Networks for Alzheimer’s Disease and Related Dementia (ADRD)

medRxiv(2020)10.1101/2020.08.03.20167619

Top 34%

0.581DataRank

Top 34%9 citations

Zhaoyi Chen, Jiayi Tong, Chongliang Luo, Tianchen Lyu, Cui Tao +4 more

Papers

Driven by 48 papers — median percentile 66. Top paper: “Leverage Real-world Longitudinal Data in Large Clinical Research Networks for Alzheimer’s Disease and Related Dementia (ADRD)”.

Leverage Real-world Longitudinal Data in Large Clinical Research Networks for Alzheimer’s Disease and Related Dementia (ADRD)

medRxiv(2020)10.1101/2020.08.03.20167619

Top 34%

0.581DataRank

Top 34%9 citations

Zhaoyi Chen, Jiayi Tong, Chongliang Luo, Tianchen Lyu, Cui Tao +4 more

Food insecurity and binge eating: A systematic review and meta‐analysis

International Journal of Eating Disorders(2023)10.1002/eat.23956

N/A

0.581DataRank · unranked

47 citations

Jiayi Tong, Jeffrey Minuk, Gretchen Lindenfeldar, Yong Chen, Ariana M. Chao +1 more

Real-world effectiveness and causal mediation study of BNT162b2 on long COVID risks in children and adolescents

EClinicalMedicine(2024)10.1016/j.eclinm.2024.102962

N/A

0.489DataRank · unranked

25 citations

Bingyu Zhang, Jiayi Tong, L. Charles Bailey, H. Timothy Bunnell, Jiajie Chen +22 more

Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites

npj Digital Medicine(2022)10.1038/s41746-022-00615-8

N/A

0.477DataRank · unranked

23 citations

Chongliang Luo, Md. Nazmul Islam, Natalie E. Sheils, John Buresh, Mackenzie Edmondson +5 more

Risk of neuropsychiatric and related conditions associated with SARS-CoV-2 infection: a difference-in-differences analysis

Nature Communications(2025)10.1038/s41467-025-61961-1

N/A

0.345DataRank · unranked

9 citations

Jiayi Tong, Dazheng Zhang, Jiajie Chen, Lu Li, Yuqing Lei +25 more

Clinical Subphenotypes of Multisystem Inflammatory Syndrome in Children: An EHR-based cohort study from the RECOVER program

medRxiv(2022)10.1101/2022.09.26.22280364

N/A

0.312DataRank · unranked

7 citations

Naimin Jing, Xiaokang Liu, Vitaly Lorman, Mitchell Maltenfort, Julia Schuchard +14 more

A communication-efficient federated learning algorithm to assess racial disparities in post-transplantation survival time

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf138

N/A

0.165DataRank · unranked

2 citations

Dazheng Zhang, Jiayi Tong, Xing He, Liang Li, Lichao Sun +5 more

Communication‐Efficient Distributed Estimation of Causal Effects With High‐Dimensional Data

Stat(2024)10.1002/sta4.70006

N/A

0.104DataRank · unranked

1 citations

Jiayi Tong, Sida Peng, Yong Chen, Yang Ning, Xiaohan Wang

Racial/Ethnic Differences in Long-COVID-Associated Symptoms among Pediatrics Population: Findings from Difference-in-differences Analyses in RECOVER Program

Research Square(2024)10.21203/rs.3.rs-4151744/v1

N/A

0.104DataRank · unranked

1 citations

Dazheng Zhang, Bingyu Zhang, Qiong Wu, Ting Zhou, Jiayi Tong +13 more

Origami plot: a novel multivariate data visualization tool that improves radar chart

Journal of Clinical Epidemiology(2023)10.1016/j.jclinepi.2023.02.020

N/A

0DataRank · unranked

26 citations

Jiayi Tong, Alex J. Sutton, David A. Asch, Haitao Chu, Christopher H. Schmid +2 more

PALM: Patient-centered treatment ranking via large-scale multivariate network meta-analysis

The Annals of Applied Statistics(2023)10.1214/22-aoas1652

N/A

0DataRank · unranked

6 citations

Jiayi Tong, Lifeng Lin, Lisa D. Levine, Mary D. Sammel, Joel Stoddard +5 more

Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad248

N/A

0DataRank · unranked

6 citations

Chongliang Luo, Yifei Sun, Rui Duan, M. Elle Saine, Lifeng Lin +18 more

Quantifying and correcting bias due to outcome dependent self-reported weights in longitudinal study of weight loss interventions

Scientific Reports(2023)10.1038/s41598-023-41853-4

N/A

0DataRank · unranked

1 citations

Rui Duan, Ruowang Li, Chongliang Luo, Jason H. Moore, Jingsan Zhu +6 more

Real-world Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents

medRxiv(2023)10.1101/2023.06.16.23291515

N/A

0DataRank · unranked

8 citations

Jiayi Tong, Bingyu Zhang, Dazheng Zhang, Jiajie Chen, Yuqing Lei +23 more

Real-World Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents

Annals of Internal Medicine(2024)10.7326/m23-1754

N/A

0DataRank · unranked

34 citations

Jiayi Tong, Bingyu Zhang, Dazheng Zhang, Jiajie Chen, Yuqing Lei +23 more

Assessing the benefit–risk profile of newer glucose‐lowering drugs: A systematic review and network meta‐analysis of randomized outcome trials

Diabetes Obesity and Metabolism(2024)10.1111/dom.16147

N/A

0DataRank · unranked

12 citations

Bingyu Zhang, Yiwen Lu, William T. Donahoo, Naykky Singh Ospina, Pareeta Kotecha +9 more

International Benchmarks for the Practice Environment Scale of the Nursing Work Index: A Meta‐Analysis

Nursing and Health Sciences(2024)10.1111/nhs.70013

N/A

0DataRank · unranked

7 citations

Bingyu Zhang, Jiayi Tong, Gloria Mpundu, Kelsey N. Gross, Malini H. Correa +5 more

Learning competing risks across multiple hospitals: one-shot distributed algorithms

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae027

N/A

0DataRank · unranked

10 citations

Jiayi Tong, Naimin Jing, Yuchen Yang, Chongliang Luo, Yiwen Lu +11 more

TEMPORARILY REMOVED: Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae075

N/A

0DataRank · unranked

5 citations

Yishan Shen, Alice Xu, Xing He, Chongliang Luo, Mackenzie Edmondson +13 more

One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104595

N/A

0DataRank · unranked

6 citations

Jiayi Tong, Ronen Stein, Yiwen Lu, Naimin Jing, Yuchen Yang +7 more

Develop and validate a computable phenotype for the identification of Alzheimer's disease patients using electronic health record data

Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring(2024)10.1002/dad2.12613

N/A

0DataRank · unranked

2 citations

Ruoqi Wei, Yu Huang, Zhaoyi Chen, Tianchen Lyu, Sarah Bost +16 more

Advancing Interpretable Regression Analysis for Binary Data: A Novel Distributed Algorithm Approach

Statistics in Medicine(2024)10.1002/sim.10250

N/A

0DataRank · unranked

2 citations

Lu Li, Jenna Reps, Vitaly Lorman, Naimin Jing, Mackenzie Edmondson +9 more

A latent transfer learning method for estimating hospital-specific post-acute healthcare demands following SARS-CoV-2 infection

Patterns(2024)10.1016/j.patter.2024.101079

N/A

0DataRank · unranked

2 citations

Nathan M. Pajor, Yiwen Lu, Charles J. Wolock, Jiayi Tong, Vitaly Lorman +6 more

Leveraging error-prone algorithm-derived phenotypes: Enhancing association studies for risk factors in EHR data

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104690

N/A

0DataRank · unranked

0 citations

Jiayi Tong, Jessica Chubak, Thomas Lumley, Rebecca A. Hubbard, Hua Xu +2 more

OrigamiPlot: An R Package and Shiny Web App Enhanced Visualizations for Multivariate Data

arXiv (Cornell University)(2024)10.48550/arxiv.2411.12674

N/A

0DataRank · unranked

0 citations

Jiayi Tong, Yuqing Lei, Alex J. Sutton, Haitao Chu, Lisa D. Levine +6 more

Real-world Effectiveness and Causal Mediation Study of BNT162b2 on Long COVID Risks in Children and Adolescents

medRxiv(2024)10.1101/2024.02.19.24302823

N/A

0DataRank · unranked

0 citations

Bingyu Zhang, Jiayi Tong, L. Charles Bailey, H. Timothy Bunnell, Jiajie Chen +22 more

Racial/ethnic differences in post-acute sequelae of SARS-CoV-2 in children and adolescents in the United States

Nature Communications(2025)10.1038/s41467-024-55273-z

N/A

0DataRank · unranked

9 citations

Bingyu Zhang, Qiong Wu, Ting Zhou, Jiayi Tong, Yiwen Lu +14 more

Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm

npj Digital Medicine(2025)10.1038/s41746-025-01846-1

N/A

0DataRank · unranked

4 citations

Jenna Reps, Chongliang Luo, Yiwen Lu, Lu Li, Juan Manuel Ramírez‐Anguita +20 more

Retiring the Term “Weighted Mean Difference” in Contemporary Evidence Synthesis

Cochrane Evidence Synthesis and Methods(2025)10.1002/cesm.70051

N/A

0DataRank · unranked

3 citations

Xing Xing, Wenshan Han, Jiayi Tong, Lifeng Lin

COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data

npj Digital Medicine(2025)10.1038/s41746-025-01781-1

N/A

0DataRank · unranked

4 citations

Jenna Reps, Lu Li, Bingyu Zhang, Yiwen Lu, Jiayi Tong +22 more

Incorporating preprints in systematic reviews: a preliminary study of a novel method for rapid evidence synthesis

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf111

N/A

0DataRank · unranked

2 citations

Yifei Sun, Rebecca A. Hubbard, M. Elle Saine, Hua Xu, Xu Zuo +8 more

A lossless one-shot distributed algorithm for addressing heterogeneity in multi-site generalized linear models

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf198

N/A

0DataRank · unranked

2 citations

Qiong Wu, Jenna Reps, Lu Li, Jiayi Tong, Yiwen Lu +9 more

dGAMLSS: an exact, distributed algorithm to fit Generalized Additive Models for Location, Scale, and Shape for privacy-preserving population reference charts

Bioinformatics(2025)10.1093/bioinformatics/btaf625

N/A

0DataRank · unranked

2 citations

Jiayi Tong, Margaret Gardner, Chris Adamson, Sophie Adler, Aaron F Alexander-Bloch +95 more

Federated feature selection with false discovery rate control

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2025)10.1093/jrsssb/qkaf074

N/A

0DataRank · unranked

1 citations

Jiayi Tong, Yang Ning, Cheng Yong Tang, Jason H. Moore, Runze Li +2 more

An alternative method for assessing the fragility of survival analysis results: a proof-of-concept study based on the log-rank test

American Journal of Epidemiology(2025)10.1093/aje/kwaf229

N/A

0DataRank · unranked

1 citations

Aiwen Xing, Kannan Natarajan, Haitao Chu, Lifeng Lin, Jiayi Tong +1 more

Does SARS-CoV-2 Infection Increase Risk of Neuropsychiatric and Related Conditions? Findings from Difference-in-Differences Analyses

Research Square(2025)10.21203/rs.3.rs-5621095/v1

N/A

0DataRank · unranked

0 citations

Yiwen Lu, Jiayi Tong, Dazheng Zhang, Jiajie Chen, Lu Li +25 more

A latent transfer learning method for estimating hospital-specific post-acute healthcare demands following SARS-CoV-2 infection

Patterns(2025)10.1016/j.patter.2025.101179

N/A

0DataRank · unranked

0 citations

Nathan M. Pajor, Yiwen Lu, Charles J. Wolock, Jiayi Tong, Vitaly Lorman +6 more

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

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104787

N/A

0DataRank · unranked

0 citations

Yiwen Lu, Jiayi Tong, James Weaver, Patrick Ryan, Hua Xu +2 more

Diagnostic accuracy of the PLASMIC score in patients with suspected thrombotic thrombocytopenic purpura: A systematic review and meta‐analysis

Transfusion(2020)10.1111/trf.15954

N/A

0DataRank · unranked

78 citations

Emma Banwell, Jiayi Tong, Yong Chen, Adam Cuker, Koosha Paydary

Leveraging undecided cases in chart-reviewed phenotypes to enhance EHR-based association studies

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104839

N/A

0DataRank · unranked

0 citations

Dazheng Zhang, Zehao Yu, Hua Xu, Jiang Bian, Yonghui Wu +3 more

Learning from local to global: An efficient distributed algorithm for modeling time-to-event data

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa044

N/A

0DataRank · unranked

76 citations

Chongliang Luo, Martijn J. Schuemie, Jiayi Tong, C Jason Liang, Howard H. Chang +11 more

Learning from local to global - an efficient distributed algorithm for modeling time-to-event data

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.03.04.977298

N/A

0DataRank · unranked

4 citations

Chongliang Luo, Martijn J. Schuemie, Jiayi Tong, Jason Liang, Howard H. Chang +11 more

An efficient distributed algorithm with application to COVID-19 data from heterogeneous clinical sites

medRxiv(2020)10.1101/2020.11.17.20220681

N/A

0DataRank · unranked

0 citations

Chongliang Luo, Md. Nazmul Islam, Natalie E. Sheils, John Buresh, Mackenzie Edmondson +5 more

A cost-effective chart review sampling design to account for phenotyping error in electronic health records (EHR) data

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab222

N/A

0DataRank · unranked

15 citations

Jiayi Tong, Yong Chen, Rebecca A. Hubbard, Cheng Yong Tang, Ziyan Yin

A New Approach for Timely Systematic Reviews of Rapidly Evolving Research: Identifying Evidence in Which We Can Place Our Confidence

medRxiv(2021)10.1101/2021.10.19.21265139

N/A

0DataRank · unranked

1 citations

Rebecca A. Hubbard, M. Elle Saine, Hua Xu, Xu Zuo, Stephen E. Kimmel +3 more

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models

Nature Communications(2022)10.1038/s41467-022-29160-4

N/A

0DataRank · unranked

28 citations

Md. Nazmul Islam, Natalie E. Sheils, John Buresh, Jenna Reps, Martijn J. Schuemie +23 more

Adding caplacizumab to standard of care in thrombotic thrombocytopenic purpura: a systematic review and meta-analysis

Blood Advances(2022)10.1182/bloodadvances.2022008443

N/A

0DataRank · unranked

28 citations

Jiayi Tong, Alice Xu, Joanna C. Yang, Yong Chen, Adam Cuker +2 more

Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources

Research Square(2022)10.21203/rs.3.rs-1743146/v1

N/A

0DataRank · unranked

2 citations

Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang +1 more

Jiayi Tong

Indexed papers

Top data-sharing exemplar

Papers