Xu Shi

Also affiliated with University of Michigan, Southern University of Science and Technology, First Hospital of Jilin University

MathematicsBiochemistry, Genetics and Molecular Biology

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 3%percentile

0.934Author DataRank

Indexed papers

3in 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 3 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.

Outcomes in the Year After First‐Ever Ischemic Stroke in a Bi‐Ethnic Population

Annals of Neurology(2022)10.1002/ana.26513

Top 40%

0.473DataRank

Top 40%14 citations

Devin L. Brown, Liming Dong, Darin B. Zahuranec, Madeline Kwicklis, Xu Shi +6 more

Papers

Driven by 59 papers — median percentile 50. Top paper: “Bromodomain Inhibition Reveals FGF15/19 As a Target of Epigenetic Regulation and Metabolic Control”.

Bromodomain Inhibition Reveals FGF15/19 As a Target of Epigenetic Regulation and Metabolic Control

Diabetes(2022)10.2337/db21-0574

N/A

0.548DataRank · unranked

10 citations

Vissarion Efthymiou, Vicência Sales, Liyuan Zhou, Soravis Osataphan, Yixing Yuchi +18 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

A Randomized Controlled Trial to Improve Unmet Social Needs and Clinical Outcomes Among Adults with Diabetes

Journal of General Internal Medicine(2024)10.1007/s11606-024-08708-8

N/A

0.480DataRank · unranked

7 citations

Guanghao Zhang, Michele Heisler, John D. Piette, Ken Resnicow, Hae-Mi Choe +3 more

Outcomes in the Year After First‐Ever Ischemic Stroke in a Bi‐Ethnic Population

Annals of Neurology(2022)10.1002/ana.26513

Top 40%

0.473DataRank

Top 40%14 citations

Devin L. Brown, Liming Dong, Darin B. Zahuranec, Madeline Kwicklis, Xu Shi +6 more

Study protocol: CareAvenue program to improve unmet social risk factors and diabetes outcomes- A randomized controlled trial

Contemporary Clinical Trials(2020)10.1016/j.cct.2020.105933

N/A

0.423DataRank · unranked

11 citations

Michele Heisler, John D. Piette, Ken Resnicow, Peter X.‐K. Song, Hae Mi Choe +4 more

Using Multi-Modal Electronic Health Record Data for the Development and Validation of Risk Prediction Models for Long COVID Using the Super Learner Algorithm

Journal of Clinical Medicine(2023)10.3390/jcm12237313

Top 50%

0.357DataRank

Top 50%6 citations

Wei Hao, Xu Shi, Lars G. Fritsche, Maxwell Salvatore, Andrew J. Admon +3 more

To weight or not to weight? Studying the effect of selection bias in three large EHR-linked biobanks

medRxiv(2024)10.1101/2024.02.12.24302710

Top 78%

0.104DataRank

Top 78%1 citations

Ritoban Kundu, Xu Shi, Christopher R. Friese, Seunggeun Lee, Lars G. Fritsche +5 more

Proximal Causal Inference for Complex Longitudinal Studies

arXiv (Cornell University)(2021)10.48550/arxiv.2109.07030

N/A

0DataRank · unranked

6 citations

Wang Miao, Xu Shi, Eric J. Tchetgen Tchetgen, Andrew Ying

COVID-19 vaccine effectiveness against omicron (B.1.1.529) variant infection and hospitalisation in patients taking immunosuppressive medications: a retrospective cohort study

The Lancet Rheumatology(2022)10.1016/s2665-9913(22)00216-8

N/A

0DataRank · unranked

64 citations

Salim S. Hayek, Elena Schiopu, Liyang Yuan, Chen Shen, Xu Shi +3 more

Data integration in causal inference

Wiley Interdisciplinary Reviews Computational Statistics(2022)10.1002/wics.1581

N/A

0DataRank · unranked

37 citations

Ziyang Pan, Wang Miao, Xu Shi

Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104147

N/A

0DataRank · unranked

35 citations

Ziming Gan, Xu Shi, Alina Patwari, Everett Rush, Clara-Lea Bonzel +17 more

Current Challenges With the Use of Test-Negative Designs for Modeling COVID-19 Vaccination and Outcomes

American Journal of Epidemiology(2022)10.1093/aje/kwac203

N/A

0DataRank · unranked

36 citations

Kendrick Qijun Li, Bhramar Mukherjee, Xu Shi

A Case-Crossover Phenome-wide association study (PheWAS) for understanding Post-COVID-19 diagnosis patterns

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104237

N/A

0DataRank · unranked

11 citations

Xu Shi, Chen Chen, Lars G. Fritsche, Bhramar Mukherjee, Spencer R. Haupert

Racial and ethnic differences in sleep-disordered breathing and sleep duration among stroke patients

Journal of Stroke and Cerebrovascular Diseases(2022)10.1016/j.jstrokecerebrovasdis.2022.106822

N/A

0DataRank · unranked

3 citations

Lynda D. Lisabeth, River Gibbs, Xu Shi, Erin Case, Ronald D. Chervin +3 more

RE: “SYNTHETIC CONTROL METHODS FOR THE EVALUATION OF SINGLE-UNIT INTERVENTIONS IN EPIDEMIOLOGY: A TUTORIAL”

American Journal of Epidemiology(2022)10.1093/aje/kwac005

N/A

0DataRank · unranked

1 citations

Oliver Dukes, Xu Shi, Miao Wang, David B. Richardson, Eric J. Tchetgen Tchetgen

A Case-Crossover Phenome-wide Association Study (PheWAS) for Understanding Post-COVID-19 Diagnosis Patterns

medRxiv(2022)10.1101/2022.07.07.22277394

N/A

0DataRank · unranked

0 citations

Xu Shi, Chen Chen, Lars G. Fritsche, Bhramar Mukherjee, Spencer R. Haupert

Integrating large scale genetic and clinical information to predict cases of heart failure

medRxiv(2022)10.1101/2022.07.19.22277830

N/A

0DataRank · unranked

0 citations

Brooke N. Wolford, Xianshi Yu, Nicholas J. Douville, Michael R. Mathis, Sarah E. Graham +8 more

Semiparametric Proximal Causal Inference

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2191817

N/A

0DataRank · unranked

49 citations

Hongming Pu, Xu Shi, Wang Miao, Eric Tchetgen Tchetgen, Yifan Cui

Double Negative Control Inference in Test-Negative Design Studies of Vaccine Effectiveness

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2220935

N/A

0DataRank · unranked

39 citations

Xu Shi, Miao Wang, Eric Tchetgen Tchetgen, Kendrick Qijun Li

Proximal causal inference for complex longitudinal studies

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2023)10.1093/jrsssb/qkad020

N/A

0DataRank · unranked

13 citations

Wang Miao, Xu Shi, Eric J. Tchetgen Tchetgen, Andrew Ying

The Association Between Cost-Related Non-Adherence Behaviors and Diabetes Outcomes

The Journal of the American Board of Family Medicine(2023)10.3122/jabfm.2022.220272r2

N/A

0DataRank · unranked

7 citations

William Ni, Guanghao Zhang, Xu Shi, Minal Patel, Yu-Chyn Chiang

Association of Neighborhood Recreation Centers and Poststroke Outcomes in a Population-Based Cohort

Stroke(2023)10.1161/strokeaha.122.041852

N/A

0DataRank · unranked

5 citations

Xu Shi, Lewis B. Morgenstern, Devin L. Brown, Melinda A. Smith, Erin Case +3 more

Mexican Americans agree to participate in longitudinal clinical research more than non-Hispanic whites

BMC Public Health(2023)10.1186/s12889-023-16998-6

N/A

0DataRank · unranked

2 citations

Xu Shi, Lynda D. Lisabeth, Madeline Kwicklis, Madelyn Malvitz, Erin Case +2 more

Longitudinal Assessment of Sleep Apnea in the Year After Stroke in a Population-Based Study

Stroke(2023)10.1161/strokeaha.123.042325

N/A

0DataRank · unranked

10 citations

Guanghao Zhang, Ronald D. Chervin, Xu Shi, Lewis B. Morgenstern, Morgan Campbell +3 more

Uncovering associations between pre-existing conditions and COVID-19 Severity: A polygenic risk score approach across three large biobanks

PLoS Genetics(2023)10.1371/journal.pgen.1010907

N/A

0DataRank · unranked

9 citations

Kisung Nam, Jiacong Du, Ritoban Kundu, Maxwell Salvatore, Xu Shi +4 more

Recurrent stroke arrival time

Journal of Stroke and Cerebrovascular Diseases(2023)10.1016/j.jstrokecerebrovasdis.2023.107069

N/A

0DataRank · unranked

5 citations

Madeline Kwicklis, William J Meurer, Xu Shi, Lynda D. Lisabeth, Braydon Dymm

Trends and ethnic differences in stroke recurrence and mortality in a biethnic population, 2000–2019: a novel application of an illness-death model

Annals of Epidemiology(2023)10.1016/j.annepidem.2023.04.003

N/A

0DataRank · unranked

4 citations

Kevin He, Lewis B. Morgenstern, Xu Shi, Fatema Shafie‐Khorassani, Lynda D. Lisabeth +1 more

Design and analysis heterogeneity in observational studies of COVID-19 booster effectiveness: A review and case study

Science Advances(2023)10.1126/sciadv.adj3747

N/A

0DataRank · unranked

4 citations

Xu Shi, Lars G. Fritsche, Maxwell Salvatore, Abram L. Wagner, Emily T. Martin +2 more

Novel metrics of sleep-disordered breathing are associated with outcome after ischemic stroke

Sleep Medicine(2023)10.1016/j.sleep.2023.11.013

N/A

0DataRank · unranked

1 citations

Joseph W. Burns, Madeline Kwicklis, Xu Shi, Ronald D. Chervin, Erin Case +4 more

CYP4F2 is a human-specific determinant of circulating N-acyl amino acid levels

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.03.09.531581

N/A

0DataRank · unranked

1 citations

Veronica L. Li, Amanda L. Wiggenhorn, Maria Dolores Moya-Garzon, Wei Wei, Xuchao Lyu +15 more

Test-negative designs with various reasons for testing: statistical bias and solution

arXiv (Cornell University)(2023)10.48550/arxiv.2312.03967

N/A

0DataRank · unranked

1 citations

Liu, Tom Hongyi, Kendrick Qijun Li, Nicholas P. Jewell, Eric Tchetgen Tchetgen, Dylan S. Small +3 more

Design and Analysis Heterogeneity in Observational Studies of COVID-19 Booster Effectiveness: A Review and Case Study

medRxiv(2023)10.1101/2023.06.22.23291692

N/A

0DataRank · unranked

0 citations

Xu Shi, Lars G. Fritsche, Maxwell Salvatore, Abram L. Wagner, Emily T. Martin +2 more

BCAA-nitrogen flux in brown fat controls metabolic health independent of thermogenesis

Cell(2024)10.1016/j.cell.2024.03.030

N/A

0DataRank · unranked

95 citations

Dandan Wang, Naofumi Yoshida, Zachary Taxin, Xu Shi, Shuning Zheng +18 more

SLC25A48 controls mitochondrial choline import and metabolism

Cell Metabolism(2024)10.1016/j.cmet.2024.07.010

N/A

0DataRank · unranked

26 citations

Xu Shi, Mark Li, Yusuke Higuchi, Tadashi Yamamuro, Daisuke Katoh +6 more

A framework for understanding selection bias in real-world healthcare data

Journal of the Royal Statistical Society Series A (Statistics in Society)(2024)10.1093/jrsssa/qnae039

N/A

0DataRank · unranked

25 citations

Xu Shi, Jean Morrison, Jessica Barrett, Bhramar Mukherjee, Ritoban Kundu

Targeted learning with an undersmoothed LASSO propensity score model for large-scale covariate adjustment in health-care database studies

American Journal of Epidemiology(2024)10.1093/aje/kwae023

N/A

0DataRank · unranked

13 citations

Mark van der Laan, Susan Gruber, Xu Shi, Hana Lee, Sarah K. Dutcher +7 more

A confounding bridge approach for double negative control inference on causal effects

Statistical Theory and Related Fields(2024)10.1080/24754269.2024.2390748

N/A

0DataRank · unranked

18 citations

Xu Shi, Yilin Li, Eric J. Tchetgen Tchetgen, Wang Miao

To weight or not to weight? The effect of selection bias in 3 large electronic health record-linked biobanks and recommendations for practice

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae098

N/A

0DataRank · unranked

15 citations

Ritoban Kundu, Xu Shi, Christopher R. Friese, Seunggeun Lee, Lars G. Fritsche +5 more

Online causal inference with application to near real‐time post‐market vaccine safety surveillance

Statistics in Medicine(2024)10.1002/sim.10095

N/A

0DataRank · unranked

9 citations

Malcolm Risk, Xu Shi, Lan Luo

Association between sleep-disordered breathing and post-stroke fatigue in patients with ischemic stroke

Journal of Stroke and Cerebrovascular Diseases(2024)10.1016/j.jstrokecerebrovasdis.2024.107701

N/A

0DataRank · unranked

8 citations

Lynda D. Lisabeth, Madeline Kwicklis, Xu Shi, Ronald D. Chervin, Erin Case +2 more

Collaborative inference for treatment effect with distributed data‐sharing management in multicenter studies

Statistics in Medicine(2024)10.1002/sim.10068

N/A

0DataRank · unranked

7 citations

Xu Shi, Peter X.‐K. Song, Mengtong Hu

Neighborhood Resources and Health Outcomes Among Stroke Survivors in a Population‐Based Cohort

Journal of the American Heart Association(2024)10.1161/jaha.124.034308

N/A

0DataRank · unranked

6 citations

Xu Shi, Lewis B. Morgenstern, Devin L. Brown, Melinda A. Smith, Erin Case +3 more

Using double-negative controls to adjust for healthy-user bias in a recombinant zoster vaccine safety study

American Journal of Epidemiology(2024)10.1093/aje/kwae439

N/A

0DataRank · unranked

5 citations

Iris Emerman, Andrea J. Cook, Bruce Fireman, Maria E. Sundaram, Hung Fu Tseng +5 more

Doubly robust proximal synthetic controls

Biometrics(2024)10.1093/biomtc/ujae055

N/A

0DataRank · unranked

3 citations

Xu Shi, Wang Miao, Edgar Dobriban, Eric Tchetgen Tchetgen, Hongxiang Qiu

Changes in sleep-disordered breathing severity and post-stroke outcomes in the first year after stroke

Sleep Medicine(2024)10.1016/j.sleep.2024.12.010

N/A

0DataRank · unranked

1 citations

Lynda D. Lisabeth, Guanghao Zhang, Xu Shi, Madeline Kwicklis, Erin Case +3 more

What's the Weight? Estimating Controlled Outcome Differences in Complex Surveys for Health Disparities Research

arXiv (Cornell University)(2024)10.48550/arxiv.2406.19597

N/A

0DataRank · unranked

0 citations

Emily Roberts, Belinda L. Needham, Tyler H. McCormick, Li, Fan, Bhramar Mukherjee +2 more

Note on targeted learning with an undersmoothed Lasso propensity score model for large-scale covariate adjustment in health care database studies

American Journal of Epidemiology(2025)10.1093/aje/kwaf024

N/A

0DataRank · unranked

2 citations

Mark van der Laan, Susan Gruber, Xu Shi, Hana Lee, Sarah K. Dutcher +7 more

Collaborative Inference for Accelerated Failure Time Model Using Clinical Center‐Level Summary Statistics

Statistics in Medicine(2025)10.1002/sim.70279

N/A

0DataRank · unranked

1 citations

Xu Shi, Ziyang Gong, Peter X.‐K. Song, Mengtong Hu

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

The Effect of Alcohol Intake on Brain White Matter Microstructural Integrity: A New Causal Inference Framework for Incomplete Phenomic Data

Journal of the American Statistical Association(2025)10.1080/01621459.2025.2542553

N/A

0DataRank · unranked

0 citations

Shuo Chen, Zhenyao Ye, Xu Shi, Tianzhou Ma, Michelle Shardell +1 more

Integrating large scale genetic and clinical information to predict cases of heart failure

Communications Medicine(2025)10.1038/s43856-025-01198-7

N/A

0DataRank · unranked

0 citations

Brooke N. Wolford, Jiacong Du, Xianshi Yu, Nicholas J. Douville, Michael R. Mathis +8 more

Multiply Robust Causal Inference with Double-Negative Control Adjustment for Categorical Unmeasured Confounding

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2020)10.1111/rssb.12361

N/A

0DataRank · unranked

102 citations

Wang Miao, Jennifer C. Nelson, Eric J. Tchetgen Tchetgen, Xu Shi

Test-negative Designs with Various Reasons for Testing: Statistical Bias and Solution

Epidemiology(2025)10.1097/ede.0000000000001940

N/A

0DataRank · unranked

0 citations

Tom Hongyi Liu, Kendrick Qijun Li, Nicholas P. Jewell, Eric Tchetgen Tchetgen, Dylan S. Small +3 more

Phenotype risk scores (PheRS) for pancreatic cancer using time-stamped electronic health record data: Discovery and validation in two large biobanks

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103652

N/A

0DataRank · unranked

31 citations

Lauren J. Beesley, Lars G. Fritsche, David A. Hanauer, Xu Shi, Alison M. Mondul +3 more

Impacts of the COVID-19 pandemic on unmet social needs, self-care, and outcomes among people with diabetes and poor glycemic control

Primary care diabetes(2021)10.1016/j.pcd.2021.10.004

N/A

0DataRank · unranked

29 citations

Guanghao Zhang, Cindy W. Leung, Peter X.‐K. Song, Michele Heisler, Hae Mi Choe +6 more

Exposure and risk factors for COVID-19 and the impact of staying home on Michigan residents

PLoS ONE(2021)10.1371/journal.pone.0246447

N/A

0DataRank · unranked

20 citations

Whitney Hornsby, Bethany Klunder, Amelia Krause, Anisa Driscoll, John Kulka +13 more

Tissue-Based Stroke Definition Impacts Stroke Incidence but not Ethnic Differences

Journal of Stroke and Cerebrovascular Diseases(2021)10.1016/j.jstrokecerebrovasdis.2021.105727

N/A

0DataRank · unranked

1 citations

Darin B. Zahuranec, Jaewon Lim, Xu Shi, Devin L. Brown, Kevin A. Kerber +7 more

Wake-up stroke is not associated with obstructive sleep apnea

Sleep Medicine(2021)10.1016/j.sleep.2021.02.010

N/A

0DataRank · unranked

7 citations

Lynda D. Lisabeth, River Gibbs, Xu Shi, Erin Case, Ronald D. Chervin +2 more

Understanding the Patterns of Serological Testing for COVID-19 Pre- and Post-Vaccination Rollout in Michigan

Journal of Clinical Medicine(2021)10.3390/jcm10194341

N/A

0DataRank · unranked

4 citations

Stephen Salerno, Xu Shi, Seunggeun Lee, Bhramar Mukherjee, Lars G. Fritsche +1 more

Xu Shi

Indexed papers

Top data-sharing exemplar

Papers