Yong Chen

Also affiliated with Penn Center for AIDS Research, University of Pennsylvania Health System, University of Pennsylvania

MedicineEngineering

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 2%percentile

2.2Author DataRank

Indexed papers

4in 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 4 indexed papers 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.

Understanding pediatric long COVID using a tree-based scan statistic approach: an EHR-based cohort study from the RECOVER Program

JAMIA Open(2023)10.1093/jamiaopen/ooad016

Top 24%

0.823DataRank

Top 24%27 citations

Suchitra Rao, Ravi Jhaveri, Abigail Case, Asunción Mejías, Nathan M. Pajor +12 more

Papers

Driven by 121 papers — median percentile 70. Top paper: “Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning”.

Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab014

N/A

1.9DataRank · unranked

36 citations

Yang Xiang, Madhuri Sankaranarayanapillai, Meng Zhang, Jingqi Wang, Yuqi Si +5 more

Understanding pediatric long COVID using a tree-based scan statistic approach: an EHR-based cohort study from the RECOVER Program

JAMIA Open(2023)10.1093/jamiaopen/ooad016

Top 24%

0.823DataRank

Top 24%27 citations

Suchitra Rao, Ravi Jhaveri, Abigail Case, Asunción Mejías, Nathan M. Pajor +12 more

Centralized and Federated Models for the Analysis of Clinical Data

Annual Review of Biomedical Data Science(2024)10.1146/annurev-biodatasci-122220-115746

N/A

0.777DataRank · unranked

20 citations

Joseph D. Romano, Yong Chen, Jason H. Moore, Ruowang Li

Risk of Persistent Opioid Use following Major Surgery in Matched Samples of Patients with and without Cancer

Cancer Epidemiology Biomarkers & Prevention(2020)10.1158/1055-9965.epi-20-0628

Top 27%

0.750DataRank

Top 27%12 citations

Chongliang Luo, Yong Chen, David Birtwell, Martin D. Cheatle, Rui Duan +13 more

Chemosensory protein regulates the behavioural response of Frankliniella intonsa and Frankliniella occidentalis to tomato zonate spot virus–Infected pepper (Capsicum annuum)

PLOS Pathogens(2023)10.1371/journal.ppat.1011380

N/A

0.623DataRank · unranked

18 citations

Yixin Chen, Chengcong Lu, Houjun Tian, Shuo Lin, Liang Wang +6 more

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

Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond

medRxiv(2023)10.1101/2023.04.18.23288752

N/A

0.520DataRank · unranked

31 citations

Edward J. Schenck, He S. Yang, Yong Chen, Yifan Peng, Fei Wang +1 more

Objective study validity diagnostics: a framework requiring pre-specified, empirical verification to increase trust in the reliability of real-world evidence

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocae317

N/A

0.513DataRank · unranked

14 citations

Patrick Ryan, Yong Chen, Marc A. Suchard, George Hripcsak, Martijn J. Schuemie +1 more

A real-world cohort study of immune-related adverse events in patients receiving immune checkpoint inhibitors

npj Precision Oncology(2025)10.1038/s41698-025-01123-0

N/A

0.509DataRank · unranked

16 citations

Yi Guo, Aik Choon Tan, Lili Zhao, Xu Shi, Yong Chen +7 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

Real-World Effectiveness of Nirmatrelvir in Protecting Long COVID for Outpatient Adult Patients – A Large-Scale Observational Cohort Study from the RECOVER Initiative

Research Square(2024)10.21203/rs.3.rs-4536807/v1

N/A

0.385DataRank · unranked

12 citations

Chengxi Zang, Haoyang Li, Dhru Khullar, Yongkang Zhang, Stephenson Strobel +10 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

SAT: a Surrogate-Assisted Two-wave case boosting sampling method, with application to EHR-based association studies

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab267

N/A

0.330DataRank · unranked

8 citations

Jessica Chubak, Rebecca A. Hubbard, Yong Chen, Xiaokang Liu

Post-Acute Cardiovascular Outcomes of COVID-19 in Children and Adolescents: An EHR Cohort Study from the RECOVER Project

medRxiv(2024)10.1101/2024.05.14.24307380

N/A

0.292DataRank · unranked

6 citations

Deepika Thacker, Ting Zhou, Dazheng Zhang, Yuqing Lei, Jiajie Chen +13 more

Embracing study heterogeneity for finding genetic interactions in large‐scale research consortia

Genetic Epidemiology(2019)10.1002/gepi.22262

N/A

0.274DataRank · unranked

5 citations

Jing Huang, Ryan J. Urbanowicz, Kun Chen, Elisabetta Manduchi, Casey S. Greene +4 more

Choice of link functions for generalized linear mixed models in meta-analyses of proportions

Research Methods in Medicine & Health Sciences(2023)10.1177/26320843231224808

N/A

0.241DataRank · unranked

4 citations

Milena Silva, Lifeng Lin, Yong Chen, Yu‐Lun Liu, Haitao Chu +1 more

Healthcare utilization following SARS-CoV-2 infection in children and adolescents with chronic conditions: An EHR-based Cohort Study from the RECOVER Program

medRxiv(2022)10.1101/2022.07.08.22276768

N/A

0.241DataRank · unranked

4 citations

Vitaly Lorman, Hanieh Razzaghi, Abigail Case, Priya Prahalad, Seuli Bose‐Brill +12 more

Validate Real-World Data-based Endpoint Measures of Cancer Treatment Outcomes

medRxiv(2021)10.1101/2021.06.10.21258706

N/A

0.214DataRank · unranked

2 citations

Hansi Zhang, Zhaoyi Chen, Yi Guo, Thomas J. George, Yong Chen +3 more

Tumor cell-adipocyte gap junctions activate lipolysis and contribute to breast tumorigenesis

bioRxiv (Cold Spring Harbor Laboratory)(2018)10.1101/277939

N/A

0.208DataRank · unranked

3 citations

Roman Camarda, Serghei Malkov, Lisa J. Zimmerman, Suzanne Manning, Dvir Aran +30 more

Motion robust MR fingerprinting scan to image neonates with prenatal opioid exposure

arXiv (Cornell University)(2023)10.48550/arxiv.2306.16656

N/A

0.208DataRank · unranked

3 citations

Chaitra Badve, Jessie Sun, Siyuan Hu, Wang, Xiaofeng, Yong Chen +8 more

Prolonged Exposure to Plant Volatiles does not Significantly Affect Pban Expression and Mating Behavior in Diamondback Moth [Plutella Xylostella (Lepidoptera: Plutellidae)]

Journal of Chemical Ecology(2023)10.1007/s10886-023-01462-x

N/A

0.165DataRank · unranked

2 citations

Ruibin Xu, Alexandra P. Lewis, Shuo Lin, Yixin Chen, Yong Chen +3 more

Combining cox regressions across a heterogeneous distributed research network facing small and zero counts

Statistical Methods in Medical Research(2021)10.1177/09622802211060518

N/A

0.165DataRank · unranked

2 citations

Yong Chen, David Madigan, Marc A. Suchard, Martijn J. Schuemie

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

Development and validation of a federated learning framework for detection of subphenotypes of multisystem inflammatory syndrome in children

medRxiv(2024)10.1101/2024.01.26.24301827

N/A

0.165DataRank · unranked

2 citations

Xiaokang Liu, Qiong Wu, Suchitra Rao, Asunción Mejías, Mitchell Maltenfort +13 more

Post-acute dyslipidemia and abnormal BMI in children and adolescents with COVID-19: An EHR Cohort Study from the RECOVER Initiative

medRxiv(2025)10.1101/2025.09.17.25336020

N/A

0.104DataRank · unranked

1 citations

Ting Zhou, Bingyu Zhang, Dazheng Zhang, Huilin Tang, Jiajie Chen +22 more

Testing the missing at random assumption in generalized linear models in the presence of instrumental variables

Scandinavian Journal of Statistics(2023)10.1111/sjos.12685

N/A

0.104DataRank · unranked

1 citations

C Jason Liang, Pamela A. Shaw, Cheng Yong Tang, Yong Chen, Rui Duan

Impact of SARS-CoV-2 Infection on Disease Trajectory in Youth with T1D: An EHR-Based Cohort Study from the RECOVER Program

Pediatric Diabetes(2023)10.1155/2023/8798997

N/A

0.104DataRank · unranked

1 citations

Vitaly Lorman, Qiong Wu, Hanieh Razzaghi, Yong Chen, Nathan M. Pajor +13 more

PSB 2019 Workshop on Text Mining and Visualization for Precision Medicine

Biocomputing 2019(2018)10.1142/9789813279827_0042

N/A

0.104DataRank · unranked

1 citations

ZHIYONG LU, Robert Leaman, Davy Weissenbacher, Mary Regina Boland, Yong Chen +14 more

A One-Shot Lossless Algorithm for Cross-Cohort Learning in Mixed-Outcomes Analysis

medRxiv(2024)10.1101/2024.01.09.24301073

N/A

0.104DataRank · unranked

1 citations

Luke Benz, Rui Duan, Joshua C. Denny, Håkon Håkonarson, Jonathan D. Mosley +7 more

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

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

Predicting the Risk of Alzheimer’s Disease and Related Dementia in Patients with Mild Cognitive Impairment Using a Semi-Competing Risk Approach

Informatics(2023)10.3390/informatics10020046

N/A

0DataRank · unranked

10 citations

Yuchen Yang, Dazheng Zhang, Jingchuan Guo, Yi Guo, Xia Hu +3 more

A review and comparison of arm‐based versus contrast‐based network meta‐analysis for binary outcomes—Understanding their differences and limitations

Wiley Interdisciplinary Reviews Computational Statistics(2023)10.1002/wics.1639

N/A

0DataRank · unranked

7 citations

Lifeng Lin, Zheng Wang, Zilin Wang, Yong Chen, Joseph C. Cappelleri +1 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

Padé approximant meets federated learning: A nearly lossless, one-shot algorithm for evidence synthesis in distributed research networks with rare outcomes

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104476

N/A

0DataRank · unranked

3 citations

Martijn J. Schuemie, Marc A. Suchard, Patrick Ryan, George Hripcsak, Charles A. Rohde +2 more

Likelihood-based inference under nonconvex boundary constraints

Biometrika(2023)10.1093/biomet/asad062

N/A

0DataRank · unranked

1 citations

Zhi‐Sheng Ye, Yong Chen, J Y Wang

Building a dose toxo-equivalence model from a Bayesian meta-analysis of published clinical trials

The Annals of Applied Statistics(2023)10.1214/23-aoas1748

N/A

0DataRank · unranked

1 citations

Samuel M. Rubinstein, Jeremy L. Warner, Yong Chen, Qingxia Chen, Elizabeth A. Sigworth

Double-Negative Results Matter: A Reevaluation of Sensitivities for Detecting SARS-CoV-2 Infection Using Saliva Versus Nasopharyngeal Swabs

American Journal of Epidemiology(2023)10.1093/aje/kwad212

N/A

0DataRank · unranked

1 citations

Yulun Liu, Yong Chen, Lianne Siegel, Joseph C. Cappelleri, Haitao Chu +1 more

SynTwin: A graph-based approach for predicting clinical outcomes using digital twins derived from synthetic patients

PubMed(2023)10.1142/9789811286421_0008

N/A

0DataRank · unranked

16 citations

Xi Li, Jui-Hsuan Chang, Nicholas P. Tatonetti, Dan Theodorescu, Yong Chen +4 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

Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources

arXiv (Cornell University)(2023)10.48550/arxiv.2305.06217

N/A

0DataRank · unranked

5 citations

Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang +1 more

Vaccine Effectiveness Against Long COVID in Children

PEDIATRICS(2024)10.1542/peds.2023-064446

N/A

0DataRank · unranked

66 citations

Christopher B. Forrest, Kathryn Hirabayashi, Qiong Wu, Andrea J. Allen, Suchitra Rao +22 more

Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovation

Patterns(2024)10.1016/j.patter.2023.100913

N/A

0DataRank · unranked

39 citations

Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang +1 more

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104640

N/A

0DataRank · unranked

37 citations

Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole +9 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

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

Heterogeneous latent transfer learning in Gaussian graphical models

Biometrics(2024)10.1093/biomtc/ujae096

N/A

0DataRank · unranked

4 citations

Chi Wang, Yong Chen, Qiong Wu

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

From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR

PubMed(2024)10.48550/arxiv.2406.05682

N/A

0DataRank · unranked

1 citations

Yiwen Lu, Chang Liu, Yong Chen, Yan V. Sun, Xiao Hu +3 more

Assessing Covariate Balance with Small Sample Sizes

medRxiv(2024)10.1101/2024.04.23.24306230

N/A

0DataRank · unranked

5 citations

Linying Zhang, Yong Chen, Kelly Li, Marc A. Suchard, Patrick Ryan +2 more

Post-acute and Chronic Kidney Function Outcomes of COVID-19 in Children and Adolescents: An EHR Cohort Study from the RECOVER Initiative

medRxiv(2024)10.1101/2024.06.25.24309488

N/A

0DataRank · unranked

4 citations

Ting Zhou, Yiwen Lu, Jiajie Chen, Yuqing Lei, Qiong Wu +31 more

Pediatric Gastrointestinal Outcomes During the Post-Acute Phase of COVID-19: Findings from RECOVER Initiative from 29 Hospitals in the US

medRxiv(2024)10.1101/2024.05.21.24307699

N/A

0DataRank · unranked

1 citations

Ronen Stein, Yiwen Lu, Ting Zhou, Yuqing Lei, Lu Li +23 more

ZIBGLMM: Zero-Inflated Bivariate Generalized Linear Mixed Model for Meta-Analysis with Double-Zero-Event Studies

medRxiv(2024)10.1101/2024.07.25.24310959

N/A

0DataRank · unranked

1 citations

Lifeng Lin, Joseph C. Cappelleri, Haitao Chu, Yong Chen, Lu Li

Network meta-analysis made simple: a composite likelihood approach

medRxiv(2024)10.1101/2024.06.19.24309163

N/A

0DataRank · unranked

0 citations

Bingyu Zhang, Haitao Chu, Yong Chen, Yu‐Lun Liu

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

Balancing the efforts of chart review and gains in PRS prediction accuracy: An empirical study

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104705

N/A

0DataRank · unranked

0 citations

Adam C. Naj, Hua Xu, Ruowang Li, Yong Chen, Yuqing Lei

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

Cardiovascular post-acute sequelae of SARS-CoV-2 in children and adolescents: cohort study using electronic health records

Nature Communications(2025)10.1038/s41467-025-56284-0

N/A

0DataRank · unranked

22 citations

Deepika Thacker, Ting Zhou, Dazheng Zhang, Yuqing Lei, Jiajie Chen +13 more

Federated target trial emulation using distributed observational data for treatment effect estimation

npj Digital Medicine(2025)10.1038/s41746-025-01803-y

N/A

0DataRank · unranked

11 citations

Chengxi Zang, Zhenxing Xu, Weishen Pan, Suraj Rajendran, Yong Chen +2 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

Assessing Covariate Balance With Small Sample Sizes

Statistics in Medicine(2025)10.1002/sim.70212

N/A

0DataRank · unranked

6 citations

Linying Zhang, Yong Chen, Kelly Li, Marc A. Suchard, Patrick Ryan +2 more

Modulation of mu-opioid receptor function alters electroshock seizure responses in mice

Neuropharmacology(2025)10.1016/j.neuropharm.2025.110427

N/A

0DataRank · unranked

2 citations

James DeChiara, Ruoyu Chen, Yong Chen, Glenn A. Doyle, Russell J. Buono +1 more

Machine Learning Models for Predicting Treatment-Requiring Retinopathy of Prematurity in the e-ROP Study

Translational Vision Science & Technology(2025)10.1167/tvst.14.8.14

N/A

0DataRank · unranked

2 citations

Xinwei Luo, Bowen Ying, Graham E. Quinn, Agnieshka Baumritter, Yong Chen +3 more

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

Negative control-calibrated difference-in-difference analyses: addressing unmeasured confounding in RWD with application to racial/ethnic differences

npj Digital Medicine(2025)10.1038/s41746-025-01821-w

N/A

0DataRank · unranked

3 citations

Bingyu Zhang, Huiyuan Wang, Yiwen Lu, Charles J. Wolock, Wenjie Hu +4 more

Enabling inclusive systematic reviews: incorporating preprint articles with large language model-driven evaluations

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf137

N/A

0DataRank · unranked

3 citations

Jiayi Tong, Haoyuan Wang, Hui Huang, Ziyang Hu, Peiyu Li +6 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

Impact of cardiometabolic conditions on the progression from mild cognitive impairment to dementia: A large cohort study

Alzheimer s & Dementia(2025)10.1002/alz.70692

N/A

0DataRank · unranked

2 citations

Michail Kokkorakis, Christos Asvestis, Ilias Papadimopoulos, Shrihari Nagarajan, Konrad Talbot +6 more

ZIBGLMM: Zero-inflated bivariate generalized linear mixed model for meta-analysis with double-zero-event studies

Research Synthesis Methods(2025)10.1017/rsm.2024.4

N/A

0DataRank · unranked

2 citations

Lifeng Lin, Joseph C. Cappelleri, Haitao Chu, Yong Chen, Lu Li

Communication-efficient federated learning of temporal effects on opioid use disorder with data from distributed research networks

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocae313

N/A

0DataRank · unranked

1 citations

Chongliang Luo, Henry R. Kranzler, Jiang Bian, Yong Chen, C Jason Liang

A real-world cohort study of immune-related adverse events in patients receiving immune checkpoint inhibitors

medRxiv(2025)10.1101/2025.01.24.25321082

N/A

0DataRank · unranked

2 citations

Yi Guo, Aik Choon Tan, Lili Zhao, Xu Shi, Yong Chen +7 more

Real-world comparative outcomes of GLP-1 RA and semaglutide prescription among individuals with type 2 diabetes

medRxiv(2025)10.1101/2025.06.03.25328908

N/A

0DataRank · unranked

2 citations

Bingyu Zhang, Huilin Tang, Yiwen Lu, Dazheng Zhang, Ting Zhou +5 more

Vaccine Effectiveness Among 5- to 17-year-old Individuals with Prior SARS-CoV-2 Infection: An EHR-Based Target Trial Emulation Study from the RECOVER Project

medRxiv(2025)10.1101/2025.02.07.25321814

N/A

0DataRank · unranked

1 citations

Yuqing Lei, Qiong Wu, Ting Zhou, Bingyu Zhang, Michael J. Becich +30 more

Vaccine Effectiveness Among 5- to 17-year-old Individuals with Prior SARS-CoV-2 Infection: An EHR-Based Target Trial Emulation Study from the RECOVER Project

Research Square(2025)10.21203/rs.3.rs-6945998/v1

N/A

0DataRank · unranked

1 citations

Yuqing Lei, Jiajie Chen, Qiong Wu, Ting Zhou, Bingyu Zhang +30 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

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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

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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

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0DataRank · unranked

0 citations

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

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

Federated Target Trial Emulation using Distributed Observational Data for Treatment Effect Estimation

medRxiv(2025)10.1101/2025.05.02.25326905

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0DataRank · unranked

0 citations

Chengxi Zang, Zhenxing Xu, Weishen Pan, Suraj Rajendran, Yong Chen +2 more

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Genetic Epidemiology(2020)10.1002/gepi.22220

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Top 100%0 citations

Jing Huang, Ryan J. Urbanowicz, Kun Chen, Elisabetta Manduchi, Casey S. Greene +6 more

Incorporating Preprints in Systematic Reviews: A Preliminary Study of a Novel Method for Rapid Evidence Synthesis

medRxiv(2025)10.1101/2025.07.15.25331581

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0DataRank · unranked

0 citations

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

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0DataRank · unranked

76 citations

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

Semiparametric modelling and estimation of covariate‐adjusted dependence between bivariate recurrent events

Biometrics(2020)10.1111/biom.13229

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0DataRank · unranked

4 citations

Chunyan Cai, Yong Chen, Xuelin Huang, Mei‐Cheng Wang, Jing Ning

Is OR “portable” in meta-analysis? Time to consider bivariate generalized linear mixed model

medRxiv(2020)10.1101/2020.11.05.20226811

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0DataRank · unranked

6 citations

Yong Chen, Stephen R. Cole, Richard F. MacLehose, David B. Richardson, Haitao Chu +1 more

A Historical Review of Publication Bias

MetArXiv (OSF Preprints)(2020)10.31222/osf.io/zmdpk

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0DataRank · unranked

5 citations

Yong Chen, Arielle Marks‐Anglin

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

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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

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0DataRank · unranked

0 citations

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

Why Is the Electronic Health Record So Challenging for Research and Clinical Care?

Methods of Information in Medicine(2021)10.1055/s-0041-1731784

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0DataRank · unranked

116 citations

James Beinlich, Mary Regina Boland, Kathryn H. Bowles, Yong Chen, Tessa S. Cook +20 more

Predictive P-score for treatment ranking in Bayesian network meta-analysis

BMC Medical Research Methodology(2021)10.1186/s12874-021-01397-5

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0DataRank · unranked

43 citations

Rui Duan, Yong Chen, Lifeng Lin, Kristine J. Rosenberger

Risk Factors for Diagnosis of Psoriatic Arthritis, Psoriasis, Rheumatoid Arthritis, and Ankylosing Spondylitis: A Set of Parallel Case-control Studies

The Journal of Rheumatology(2021)10.3899/jrheum.210006

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0DataRank · unranked

43 citations

Telma Thrastardottir, Xingmei Wang, Maureen Dubreuil, Yong Chen, Joel M. Gelfand +3 more

Controversy and Debate : Questionable utility of the relative risk in clinical research: Paper 4 :Odds Ratios are far from “portable” — A call to use realistic models for effect variation in meta-analysis

Journal of Clinical Epidemiology(2021)10.1016/j.jclinepi.2021.08.002

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0DataRank · unranked

29 citations

Haitao Chu, Stephen R. Cole, Yong Chen, Richard F. MacLehose, David B. Richardson +2 more

Privacy-preserving harmonization via distributed ComBat

NeuroImage(2021)10.1016/j.neuroimage.2021.118822

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0DataRank · unranked

29 citations

Chongliang Luo, Yong Chen, Russell T. Shinohara, Haochang Shou, Andrew A. Chen

Controversy and Debate: Questionable utility of the relative risk in clinical research: Paper 2: Is the Odds Ratio “portable” in meta-analysis? Time to consider bivariate generalized linear mixed model

Journal of Clinical Epidemiology(2021)10.1016/j.jclinepi.2021.08.004

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0DataRank · unranked

27 citations

Yong Chen, Stephen R. Cole, Richard F. MacLehose, David B. Richardson, Haitao Chu +1 more

An efficient and accurate distributed learning algorithm for modeling multi-site zero-inflated count outcomes

Scientific Reports(2021)10.1038/s41598-021-99078-2

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0DataRank · unranked

20 citations

Chongliang Luo, Rui Duan, Mitchell Maltenfort, Zhaoyi Chen, Kenneth W. Locke +6 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

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0DataRank · unranked

15 citations

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

Estimating the Complier Average Causal Effect in a Meta-Analysis of Randomized Clinical Trials With Binary Outcomes Accounting for Noncompliance: A Generalized Linear Latent and Mixed Model Approach

American Journal of Epidemiology(2021)10.1093/aje/kwab238

N/A

0DataRank · unranked

3 citations

Jincheng Zhou, James S. Hodges, Lifeng Lin, Yong Chen, Stephen R. Cole +2 more

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

Federated Multi-view Learning for Private Medical Data Integration and Analysis

ACM Transactions on Intelligent Systems and Technology(2022)10.1145/3501816

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0DataRank · unranked

41 citations

Zhaoming Kong, Hao Peng, Lichao Sun, Alex Leow, Yong Chen +2 more

Mining on Alzheimer’s diseases related knowledge graph to identity potential AD-related semantic triples for drug repurposing

BMC Bioinformatics(2022)10.1186/s12859-022-04934-1

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0DataRank · unranked

33 citations

Xinyue Hu, Rui Zhang, Jingna Feng, Jingcheng Du, Fang Li +5 more

ODACH: a one-shot distributed algorithm for Cox model with heterogeneous multi-center data

Scientific Reports(2022)10.1038/s41598-022-09069-0

N/A

0DataRank · unranked

35 citations

Rui Duan, Adam C. Naj, Henry R. Kranzler, Jiang Bian, Yong Chen +1 more

Methodological challenges in spatial and contextual exposome-health studies

Critical Reviews in Environmental Science and Technology(2022)10.1080/10643389.2022.2093595

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0DataRank · unranked

33 citations

Xiaokang Liu, Yi Zheng, Xing He, Jaime E. Hart, Peter James +4 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

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0DataRank · unranked

28 citations

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

Distributed Quasi-Poisson regression algorithm for modeling multi-site count outcomes in distributed data networks

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104097

N/A

0DataRank · unranked

27 citations

Chongliang Luo, M. Nazmul Islam, Natalie E. Sheils, John Buresh, Zhaoyi Chen +3 more

Comparability of clinical trials and spontaneous reporting data regarding COVID-19 vaccine safety

Scientific Reports(2022)10.1038/s41598-022-13809-7

N/A

0DataRank · unranked

9 citations

Jingcheng Du, Adam Cuker, Ebbing Lautenbach, David A. Asch, Gregory A. Poland +3 more

Multisite learning of high-dimensional heterogeneous data with applications to opioid use disorder study of 15,000 patients across 5 clinical sites

Scientific Reports(2022)10.1038/s41598-022-14029-9

N/A

0DataRank · unranked

8 citations

Rui Duan, Chongliang Luo, Alexis Ogdie, Jason H. Moore, Henry R. Kranzler +3 more

Clinical features and burden of post-acute sequelae of SARS-CoV-2 infection in children and adolescents: an exploratory EHR-based cohort study from the RECOVER program

medRxiv(2022)10.1101/2022.05.24.22275544

N/A

0DataRank · unranked

13 citations

Grace M. Lee, Hanieh Razzaghi, Vitaly Lorman, Asunción Mejías, Nathan M. Pajor +10 more

High-Throughput Clinical Trial Emulation with Real World Data and Machine Learning: A Case Study of Drug Repurposing for Alzheimer’s Disease

medRxiv(2022)10.1101/2022.01.31.22270132

N/A

0DataRank · unranked

7 citations

Hao Zhang, Jie Xu, Hansi Zhang, Sajjad Fouladvand, Shreyas Havaldar +8 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

Impact of SARS-CoV-2 infection on disease trajectory in youth with T1D: An EHR-based cohort study from the RECOVER program

medRxiv(2022)10.1101/2022.11.03.22281916

N/A

0DataRank · unranked

1 citations

Vitaly Lorman, Qiong Wu, Hanieh Razzaghi, Yong Chen, Nathan M. Pajor +13 more

Understanding pediatric long COVID using a tree-based scan statistic approach: An EHR-based cohort study from the RECOVER Program

medRxiv(2022)10.1101/2022.12.08.22283158

N/A

0DataRank · unranked

1 citations

Suchitra Rao, Ravi Jhaveri, Abigail Case, Asunción Mejías, Nathan M. Pajor +12 more

High-throughput target trial emulation for Alzheimer’s disease drug repurposing with real-world data

Nature Communications(2023)10.1038/s41467-023-43929-1

N/A

0DataRank · unranked

60 citations

Hao Zhang, Jie Xu, Hansi Zhang, Sajjad Fouladvand, Shreyas Havaldar +8 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

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