Elizabeth Shenkman

Also affiliated with University of Florida, Florida College

Biochemistry, Genetics and Molecular BiologyMedicineEconomics, Econometrics and Finance

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 1%percentile

14.3Author DataRank

Indexed papers

10in 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 10 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.

Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes

Nature Medicine(2022)10.1038/s41591-022-02116-3

Top 4%

5.5DataRank

Top 4%198 citations

Chengxi Zang, Zhenxing Xu, Yongkang Zhang, Jie Xu, Jiang Bian +14 more

Papers

Driven by 62 papers — median percentile 78. Top paper: “Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes”.

Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes

Nature Medicine(2022)10.1038/s41591-022-02116-3

Top 4%

5.5DataRank

Top 4%198 citations

Chengxi Zang, Zhenxing Xu, Yongkang Zhang, Jie Xu, Jiang Bian +14 more

Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa245

Top 7%

3.3DataRank

Top 7%95 citations

Tianchen Lyu, Alexander Loiacono, Tonatiuh Mendoza Viramontes, Gloria Lipori, Yi Guo +7 more

Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer’s disease

npj Digital Medicine(2021)10.1038/s41746-021-00452-1

Top 11%

1.9DataRank

Top 11%40 citations

Hansi Zhang, Yi Guo, Thomas J. George, Mattia Prosperi, William R. Hogan +5 more

The frequency of pathogenic variation in the All of Us cohort reveals ancestry-driven disparities

Communications Biology(2024)10.1038/s42003-023-05708-y

Top 12%

1.7DataRank

Top 12%52 citations

Karynne Patterson, Divya Kalra, Marsha M. Wheeler, Yi–Ju Chen, Sara E. Kalla +95 more

Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts

Communications Medicine(2024)10.1038/s43856-024-00549-0

Top 22%

0.902DataRank

Top 22%42 citations

Yu Hou, Edward J. Schenck, Zhenxing Xu, Yongkang Zhang, Jie Xu +15 more

Inhaled Fluticasone Furoate for Outpatient Treatment of Covid-19

New England Journal of Medicine(2023)10.1056/nejmoa2209421

N/A

0.781DataRank · unranked

26 citations

Christopher J. Lindsell, Thomas G. Stewart, Adrian F. Hernandez, Sean P. Collins, Matthew W. McCarthy +18 more

Cancer incidence after asthma diagnosis: Evidence from a large clinical research network in the United States

Cancer Medicine(2023)10.1002/cam4.5875

Top 27%

0.737DataRank

Top 27%15 citations

Jiang Bian, Zhaoyi Chen, Jennifer N. Fishe, Dongyu Zhang, Dejana Braithwaite +4 more

Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative

Nature Communications(2023)10.1038/s41467-023-37653-z

N/A

0.612DataRank · unranked

58 citations

Yongkang Zhang, Jie Xu, Jiang Bian, Dmitry Morozyuk, Edward J. Schenck +11 more

Perspectives of pregnant and breastfeeding women on longitudinal clinical studies that require non-invasive biospecimen collection – a qualitative study

BMC Pregnancy and Childbirth(2021)10.1186/s12884-021-03541-x

N/A

0.434DataRank · unranked

17 citations

Lauren Wright, Elizabeth Flood‐Grady, Magda Francois, Lynn Chen, Austen Hentschel +8 more

Perspectives of Pregnant and Breastfeeding Women on Participating in Longitudinal Mother-Baby Studies Involving Electronic Health Records: Qualitative Study

JMIR Pediatrics and Parenting(2020)10.2196/23842

N/A

0.360DataRank · unranked

10 citations

Chu Hsiao, Lynn Y Chen, Lauren Wright, Jennifer L. Shaw, Xinsong Du +9 more

A Fair Individualized Polysocial Risk Score for Identifying Increased Social Risk in Type 2 Diabetes

Research Square(2023)10.21203/rs.3.rs-3684698/v1

N/A

0.302DataRank · unranked

3 citations

Yu Huang, Jingchuan Guo, William T. Donahoo, Zhengkang Fan, Ying Lü +7 more

The relationships between asthma control, daytime sleepiness, and quality of life among children with asthma: a path analysis

UNC Libraries(2020)10.17615/ex7r-f918

N/A

0.208DataRank · unranked

3 citations

Zheng Li, Darren A. DeWalt, I‐Chan Huang, Dennis A. Revicki, Shih‐Wen Huang +3 more

The Impact of Race–Ethnicity and Diagnosis of Alzheimer’s Disease and Related Dementias on Mammography Use

Cancers(2022)10.3390/cancers14194726

N/A

0.208DataRank · unranked

3 citations

Yongqiu Li, Jennifer Woodard, Jessica Y. Islam, Shuang Yang, Thomas J. George +4 more

Exploring the Feasibility of Using Real-World Data from a Large Clinical Data Research Network to Simulate Clinical Trials of Alzheimer’s Disease

medRxiv(2020)10.1101/2020.06.03.20121491

Top 65%

0.208DataRank

Top 65%3 citations

Hansi Zhang, Yi Guo, Thomas J. George, Mattia Prosperi, William R. Hogan +5 more

Meaningfulness, feasibility, and usability of quality-of-care measures for maternal and infant health: A structured mixed-methods review

Journal of Clinical and Translational Science(2024)10.1017/cts.2024.681

N/A

0.208DataRank · unranked

3 citations

Rahma Mkuu, Hannah Marmol, Lauren Silva, Callie Reeder, Jessica Bahorski +8 more

Developing a computable phenotype for glioblastoma

Neuro-Oncology(2023)10.1093/neuonc/noad249

N/A

0.173DataRank · unranked

2 citations

Kaitlyn Melnick, Xing He, Tianchen Lyu, Rachel S F Moor, Megan Still +7 more

Patients' comfort with and receipt of health risk assessments during routine dental visits: Results from the South Atlantic region of the US National Dental Practice‐Based Research Network

Community Dentistry And Oral Epidemiology(2022)10.1111/cdoe.12773

N/A

0.165DataRank · unranked

2 citations

Jennifer Woodard, Yahan Zhang, Stephanie A. S. Staras, Valeria V. Gordan, Gregg H. Gilbert +3 more

The Burden of Cancer and Pre-cancerous Conditions Among Transgender Individuals in a Large Healthcare Network

medRxiv(2024)10.1101/2024.03.24.24304777

N/A

0.130DataRank · unranked

1 citations

Yongqiu Li, Christopher W. Wheldon, Mattia Prosperi, Thomas J. George, Elizabeth Shenkman +4 more

Health System Strategies to Improve the Uptake of Cervical Cancer Screening in Sub-Saharan Africa: A Scoping Systematic Review

Health Promotion Practice(2026)10.1177/15248399251370668

N/A

0.104DataRank · unranked

1 citations

Klea Gjoka, Lashmi Singh, Lauren Adkins, Carma L. Bylund, Stephanie A. S. Staras +5 more

Usability of a Web-Based App for Increasing Adolescent Vaccination in Primary Care Settings: Think-Aloud and Survey Assessment

JMIR Formative Research(2024)10.2196/56559

N/A

0.104DataRank · unranked

1 citations

Justin Tauscher, Michelle Vinson, Lindsay A. Thompson, Mary A. Gerend, Elizabeth Shenkman +1 more

Developing an automated algorithm for identification of children and adolescents with diabetes using electronic health records from the OneFlorida + clinical research network

Diabetes Obesity and Metabolism(2024)10.1111/dom.15987

Top 78%

0.104DataRank

Top 78%1 citations

Eliot Spector, Khalid Alkhuzam, Rahul Patel, William T. Donahoo, Sarah Bost +18 more

Cancer beliefs, risk perceptions, and health protective behaviors among people living with diabetes in the United States: Results from the Health Information National Trends Survey

Preventive Medicine Reports(2025)10.1016/j.pmedr.2025.103206

N/A

0.104DataRank · unranked

1 citations

Young‐Rock Hong, Daniela Rivero‐Mendoza, William T. Donahoo, Naykky Singh Ospina, Stephanie A. S. Staras +3 more

The Burden of Cancer and Precancerous Conditions Among Transgender Individuals in a Large Health Care Network: Retrospective Cohort Study

JMIR Cancer(2025)10.2196/73843

N/A

0.104DataRank · unranked

1 citations

Yongqiu Li, Christopher W. Wheldon, Jessica Y. Islam, Mattia Prosperi, Thomas J. George +5 more

Learning the language of science: A pilot study exploring citizen scientists’ identity and communication with researchers

Journal of Clinical and Translational Science(2021)10.1017/cts.2021.847

N/A

0DataRank · unranked

5 citations

Janice L. Krieger, Debbie Treise, Kim Walsh-Childers, Carla L. Fisher, Shirley Bloodworth +3 more

Algorithmic Fairness in Computational Medicine

medRxiv(2022)10.1101/2022.01.16.21267299

N/A

0DataRank · unranked

10 citations

Yunyu Xiao, Hui Wang, Yue Ning, Elizabeth Shenkman, Jiang Bian +2 more

Understanding Post-Acute Sequelae of SARS-CoV-2 Infection through Data-Driven Analysis with Longitudinal Electronic Health Records: Findings from the RECOVER Initiative

medRxiv(2022)10.1101/2022.05.21.22275420

N/A

0DataRank · unranked

8 citations

Yongkang Zhang, Jie Xu, Jiang Bian, Dmitry Morozyuk, Edward J. Schenck +11 more

Machine Learning for Identifying Data-Driven Subphenotypes of Incident Post-Acute SARS-CoV-2 Infection Conditions with Large Scale Electronic Health Records: Findings from the RECOVER Initiative

medRxiv(2022)10.1101/2022.05.21.22275412

N/A

0DataRank · unranked

3 citations

Chengxi Zang, Zhenxing Xu, Yongkang Zhang, Jie Xu, Jiang Bian +14 more

Stratified Split Sampling of Electronic Health Records: Turning Early Science into Replicable Research

Research Square(2022)10.21203/rs.3.rs-2176798/v1

N/A

0DataRank · unranked

0 citations

Deborah H. Glueck, Elizabeth Shenkman, Keith Muller, Tianyao Huo

The role of sex and rurality in cancer fatalistic beliefs and cancer screening utilization in Florida

Cancer Medicine(2021)10.1002/cam4.4122

N/A

0DataRank · unranked

10 citations

Sarah M. Szurek, Jiang Bian, Dejana Braithwaite, Jonathan D. Licht, Elizabeth Shenkman +1 more

Implementation context for addressing social needs in a learning health system: a qualitative study

Journal of Clinical and Translational Science(2021)10.1017/cts.2021.842

N/A

0DataRank · unranked

18 citations

Katherine Blackburn, Gloria Lipori, Christopher A. Harle, Michelle Alvarado, Peter J. Carek +6 more

An external exposome-wide association study of COVID-19 mortality in the United States

The Science of The Total Environment(2021)10.1016/j.scitotenv.2020.144832

N/A

0DataRank · unranked

33 citations

Yi Zheng, Xiaoxiao Wen, Sabrina S. Smith, Javlon Nizomov, Jennifer N. Fishe +4 more

Parent Perspectives on Electronic Health Record-Based Social Needs Screening and Documentation: A Qualitative Study

Academic Pediatrics(2023)10.1016/j.acap.2023.06.011

N/A

0DataRank · unranked

12 citations

Jacqueline De La Cruz, Ryan P. Theis, Lindsay A. Thompson, Ji‐Hyun Lee, Elizabeth Shenkman +2 more

A point-of-care pilot randomized intervention to connect patients with cancer-induced financial toxicity to telehealth financial counseling

Cancer Causes & Control(2023)10.1007/s10552-023-01794-9

N/A

0DataRank · unranked

9 citations

Anna Maria Abi Nehme, Ji‐Hyun Lee, Derek Li, Erin M. Mobley, Julia Close +7 more

Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program

Environmental Advances(2023)10.1016/j.envadv.2023.100352

N/A

0DataRank · unranked

13 citations

Hui Hu, Vasilios Fokaidis, Colby Lewis, Jie Xu, Chengxi Zang +12 more

Pediatric primary care provider and staff perspectives on the implementation of electronic health record-based social needs interventions: A mixed-methods study

Journal of Clinical and Translational Science(2023)10.1017/cts.2023.585

N/A

0DataRank · unranked

9 citations

Jacqueline De La Cruz, Ryan P. Theis, Lindsay A. Thompson, Ji‐Hyun Lee, Elizabeth Shenkman +2 more

Stratified split sampling of electronic health records

BMC Medical Research Methodology(2023)10.1186/s12874-023-01938-0

N/A

0DataRank · unranked

7 citations

Deborah H. Glueck, Elizabeth Shenkman, Keith E. Muller, Tianyao Huo

A spatial and contextual exposome-wide association study and polyexposomic score of COVID-19 hospitalization

Exposome(2023)10.1093/exposome/osad005

N/A

0DataRank · unranked

5 citations

Francine Laden, Jaime E. Hart, Peter James, Jennifer N. Fishe, William R. Hogan +3 more

Screening for cervical cancer among women with behavioral health conditions-A systematic review

Preventive Medicine Reports(2023)10.1016/j.pmedr.2023.102238

N/A

0DataRank · unranked

2 citations

Ramzi G. Salloum, Elizabeth Shenkman, Nancy Schaefer, Tran Le, Andrea Jorratt +5 more

Association of persistent acute kidney injury and renal recovery with mortality in hospitalised patients

BMJ Health & Care Informatics(2021)10.1136/bmjhci-2021-100458

N/A

0DataRank · unranked

41 citations

Tyler J. Loftus, Yuanfang Ren, Esra Adıyeke, Shunshun Miao, Haleh Hashemighouchani +9 more

Longitudinal associations among asthma control, sleep problems, and health-related quality of life in children with asthma: a report from the PROMIS® Pediatric Asthma Study

UNC Libraries(2020)10.17615/qm81-ws02

N/A

0DataRank · unranked

0 citations

I‐Chan Huang, Lindsay A. Thompson, Zheng Li, Darren A. DeWalt, Elizabeth Shenkman +2 more

Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative

Research Square(2023)10.21203/rs.3.rs-2592194/v1

N/A

0DataRank · unranked

2 citations

Yu Hou, Edward J. Schenck, Zhenxing Xu, Yongkang Zhang, Jie Xu +15 more

Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER Program

medRxiv(2023)10.1101/2023.02.15.23286012

N/A

0DataRank · unranked

1 citations

Chengxi Zang, Thomas W. Carton, Jason P. Block, Dhruv J. Khullar, Yongkang Zhang +14 more

Exploring the Feasibility of Using Real-World Data from a Large Clinical Data Research Network to Simulate Clinical Trials of Alzheimer’s Disease

medRxiv(2020)10.1101/2020.08.16.20167577

Top 100%

0DataRank

Top 100%0 citations

Hansi Zhang, Yi Guo, Thomas J. George, Mattia Prosperi, William R. Hogan +5 more

Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups

medRxiv(2020)10.1101/2020.08.04.20168161

N/A

0DataRank · unranked

14 citations

Xing He, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang +9 more

Geographic variation and racial disparities in adoption of newer glucose-lowering drugs with cardiovascular benefits among US Medicare beneficiaries with type 2 diabetes

PLoS ONE(2024)10.1371/journal.pone.0297208

N/A

0DataRank · unranked

15 citations

Yujia Li, Lanting Yang, John M. Allen, Hui Shao, William T. Donahoo +7 more

Acceptability of HPV self-collection: A qualitative study of Black women living with type II diabetes and social vulnerability

Journal of Clinical & Translational Endocrinology(2024)10.1016/j.jcte.2024.100331

N/A

0DataRank · unranked

9 citations

Stephanie A. S. Staras, Choeeta Chakrabarti, Jaclyn Hall, Idethia Shevon Harvey, Ramzi G. Salloum +10 more

A fair individualized polysocial risk score for identifying increased social risk in type 2 diabetes

Nature Communications(2024)10.1038/s41467-024-52960-9

N/A

0DataRank · unranked

9 citations

Jingchuan Guo, William T. Donahoo, Yao An Lee, Zhengkang Fan, Ying Lu +8 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

Dental practitioners’ use of health risk assessments for a variety of health conditions

The Journal of the American Dental Association(2020)10.1016/j.adaj.2020.09.003

N/A

0DataRank · unranked

7 citations

Yi Guo, Valeria V. Gordan, Gregg H. Gilbert, Deborah McEdward, Douglas Manning +3 more

Development and validation of a race-agnostic computable phenotype for kidney health in adult hospitalized patients

PLoS ONE(2024)10.1371/journal.pone.0299332

N/A

0DataRank · unranked

6 citations

Yuanfang Ren, Esra Adıyeke, Rubab Tarannum Islam, Haleh Hashemighouchani, Matthew M. Ruppert +11 more

Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER program

PLoS ONE(2024)10.1371/journal.pone.0282451

N/A

0DataRank · unranked

3 citations

Chengxi Zang, Thomas W. Carton, Jason P. Block, Dhruv J. Khullar, Yongkang Zhang +14 more

Machine Learning Prediction of Autism Spectrum Disorder Diagnosis Through Linking Mothers’ and Children’s Electronic Health Records

(2025)10.1109/ichi64645.2025.00010

N/A

0DataRank · unranked

0 citations

Yu Huang, Shuang Yang, Elahe M. Shychuk, Elizabeth Shenkman, Jiang Bian +3 more

Neonatal outcomes among pregnant women with COVID-19: a systematic scoping review and meta-analysis

BMC Pregnancy and Childbirth(2025)10.1186/s12884-025-08090-1

N/A

0DataRank · unranked

0 citations

Ying Lü, Huilin Tang, Eliot Spector, Xiaoxiao Wen, Kimberly Germinal +8 more

Machine Learning Prediction of Autism Spectrum Disorder Through Linking Mothers’ and Children’s Electronic Health Record Data

medRxiv(2024)10.1101/2024.03.24.24304813

N/A

0DataRank · unranked

1 citations

Yu Huang, Shuang Yang, Elahe M. Shychuk, Elizabeth Shenkman, Jiang Bian +3 more

HCV testing: Order and completion rates among baby boomers obtaining care from seven health systems in Florida, 2015–2017

Preventive Medicine(2020)10.1016/j.ypmed.2020.106222

N/A

0DataRank · unranked

8 citations

Lindsay Fuzzell, Julie Rathwell, Richard R. Reich, Elizabeth Shenkman, David R. Nelson +5 more

Author Correction: The frequency of pathogenic variation in the All of Us cohort reveals ancestry-driven disparities

Communications Biology(2024)10.1038/s42003-024-06408-x

N/A

0DataRank · unranked

0 citations

Karynne Patterson, Divya Kalra, Marsha M. Wheeler, Yi–Ju Chen, Sara E. Kalla +93 more

Improving Patient Education Materials for HPV Self-Collection: Insights from Women at High Risk of Developing Cervical Cancer

Cancer Management and Research(2025)10.2147/cmar.s552282

N/A

0DataRank · unranked

0 citations

Sara Tohme, Daniela Rivero‐Mendoza, Ramzi G. Salloum, Dianne Goede, Bradley J. Bruggeman +11 more

Applications of artificial intelligence in drug development using real-world data

Drug Discovery Today(2020)10.1016/j.drudis.2020.12.013

N/A

0DataRank · unranked

97 citations

Xiong Liu, William R. Hogan, Elizabeth Shenkman, Jiang Bian, Zhaoyi Chen

Incidence Trends of New-Onset Diabetes in Children and Adolescents Before and During the COVID-19 Pandemic: Findings From Florida

Diabetes(2022)10.2337/db22-0549

N/A

0DataRank · unranked

16 citations

Jiang Bian, Aokun Chen, Fei Wang, Amanda L. Posgai, Desmond Schatz +3 more

Peripartum women’s perspectives on research study participation in the OneFlorida Clinical Research Consortium during COVID-19 pandemic

Journal of Clinical and Translational Science(2022)10.1017/cts.2022.476

N/A

0DataRank · unranked

4 citations

Chu Hsiao, Hailey K Ballard, Nisha Chachad, Callie Reeder, Elizabeth Shenkman +8 more

Algorithmic fairness in computational medicine

EBioMedicine(2022)10.1016/j.ebiom.2022.104250

N/A

0DataRank · unranked

150 citations

Yunyu Xiao, Hui Wang, Yue Ning, Elizabeth Shenkman, Jiang Bian +2 more

Enhancing Quality Measurement With Clinical Information: A Use Case of Body Mass Index Change Among Children Taking Second Generation Antipsychotics

Academic Pediatrics(2022)10.1016/j.acap.2021.11.012

N/A

0DataRank · unranked

3 citations

Qian Li, Michelle I. Cardel, Regina Bussing, Almut G. Winterstein, Dominick J. Lemas +7 more

Elizabeth Shenkman

Indexed papers

Top data-sharing exemplar

Papers