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E. Shenkman · SciRah

Researcher profile · Semantic Scholar

E. Shenkman

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E. Shenkman — researcher profile on SciRah

h-index: 47
Works: 261
Citations: 8,012

Most-cited papers

A large language model for electronic health records
Xi Yang, Aokun Chen, Nima M. Pournejatian, Hoo-Chang Shin +15 more
2022npj Digital Medicine931 citations Open access
Semantic Scholar
A study of generative large language model for medical research and healthcare
Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith +15 more
2023npj Digit. Medicine506 citations Open access
Semantic Scholar
Comparative Effectiveness of Aspirin Dosing in Cardiovascular Disease
W. Jones, H. Mulder, L. Wruck, M. Pencina +66 more
2021New England Journal of Medicine218 citations Open access
Semantic Scholar
PCORnet® 2020: current state, accomplishments, and future directions
C. Forrest, K. McTigue, Adrian F. Hernandez, L. Cohen +13 more
2020Journal of Clinical Epidemiology170 citations Open access
Semantic Scholar
Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes
Hao Zhang, Cheng-Xi Zang, Zhenxing Xu, Yong-Kang Zhang +15 more
2022Nature Medicine166 citations Open access
Semantic Scholar
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records
Xi Yang, Nima M. Pournejatian, Hoo-Chang Shin, Kaleb E. Smith +13 more
2022medRxiv158 citations Open access
Semantic Scholar
Early prediction of Alzheimer’s disease and related dementias using real-world electronic health records
Qian Li, Xi Yang, Jie Xu, Yi Guo +13 more
2023Alzheimer's & Dementia100 citations Open access
Semantic Scholar
Effect of Ivermectin vs Placebo on Time to Sustained Recovery in Outpatients With Mild to Moderate COVID-19: A Randomized Clinical Trial.
S. Naggie, D. Boulware, C. Lindsell, Thomas G. Stewart +24 more
2022Journal of the American Medical Association (JAMA)83 citations Open access
Semantic Scholar
The OneFlorida Data Trust: a centralized, translational research data infrastructure of statewide scope
W. Hogan, E. Shenkman, Temple Robinson, Olveen Carasquillo +12 more
2021J. Am. Medical Informatics Assoc.81 citations Open access
Semantic Scholar
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
J. Bian, Tianchen Lyu, Alexander T. Loiacono, Tonatiuh Mendoza Viramontes +8 more
2020J. Am. Medical Informatics Assoc.79 citations Open access
Semantic Scholar
International Classification of Diseases, Tenth Revision, Clinical Modification social determinants of health codes are poorly used in electronic health records
Yi Guo, Zhaoyi Chen, Ke Xu, T. George +4 more
2020Medicine76 citations Open access
Semantic Scholar
Applications of artificial intelligence in drug development using real-world data
Zhaoyi Chen, Xiong Liu, W. Hogan, E. Shenkman +1 more
2020Drug Discovery Today73 citations Open access
Semantic Scholar
Effect of Higher-Dose Ivermectin for 6 Days vs Placebo on Time to Sustained Recovery in Outpatients With COVID-19: A Randomized Clinical Trial.
S. Naggie, D. Boulware, C. Lindsell, T. G. Stewart +26 more
2023Journal of the American Medical Association (JAMA)71 citations Open access
Semantic Scholar
Effect of Fluvoxamine vs Placebo on Time to Sustained Recovery in Outpatients With Mild to Moderate COVID-19: A Randomized Clinical Trial.
M. McCarthy, S. Naggie, D. Boulware, C. Lindsell +23 more
2023Journal of the American Medical Association (JAMA)60 citations Open access
Semantic Scholar
Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative
Cheng-Xi Zang, Yong-Kang Zhang, Jie Xu, Jiang Bian +12 more
2023Nature Communications50 citations Open access
Semantic Scholar
Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer’s disease
Zhaoyi Chen, Han-Si Zhang, Yi Guo, Thomas J. George +6 more
2020npj Digital Medicine42 citations Open access
Semantic Scholar
Association of persistent acute kidney injury and renal recovery with mortality in hospitalised patients
Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Yuanfang Ren, Esra Adiyeke +10 more
2021BMJ Health & Care Informatics38 citations Open access
Semantic Scholar
An external exposome-wide association study of COVID-19 mortality in the United States
Hui Hu, Yi Zheng, Xiao-Xiao Wen, Sabrina S. Smith +5 more
2021Science of the Total Environment36 citations Open access
Semantic Scholar
Using a Clinical Workflow Analysis to Enhance eHealth Implementation Planning: Tutorial and Case Study
Stephanie A. S. Staras, J. Tauscher, N. Rich, E. Samarah +4 more
2021JMIR mHealth and uHealth32 citations Open access
Semantic Scholar
Specific Adverse Childhood Experiences and Their Association with Other Adverse Childhood Experiences, Asthma and Emotional, Developmental & Behavioral Problems in Childhood
L. Thompson, S. Filipp, Jasmine A. Mack, Rebeccah Mercado +4 more
2020Pediatric Research29 citations Open access
Semantic Scholar
Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups
Yi Guo, X. He, T. Lyu, Han-Si Zhang +10 more
2020medRxiv20 citations Open access
Semantic Scholar
GatorTron : A Large Language Model for Clinical Natural Language Processing
Xi Yang, Nima M. Pournejatian, Hoo-Chang Shin, Kaleb E. Smith +13 more
202219 citations
Semantic Scholar
Noninvasive Diagnosis of Nonalcoholic Steatohepatitis and Advanced Liver Fibrosis Using Machine Learning Methods: Comparative Study With Existing Quantitative Risk Scores
Yong-Hui Wu, Xi Yang, H. Morris, M. Gurka +4 more
2022JMIR Medical Informatics19 citations Open access
Semantic Scholar
Cancer disparities related to poverty and rurality for 22 top cancers in Florida
Jaclyn M Hall, Sarah M. Szurek, Hee-Kyeung Cho, Yi Guo +4 more
2022Preventive medicine reports19 citations Open access
Semantic Scholar
Implementation context for addressing social needs in a learning health system: a qualitative study
Ryan P. Theis, K. Blackburn, Gloria P. Lipori, Christopher A. Harle +6 more
2021Journal of Clinical and Translational Science17 citations Open access
Semantic Scholar
Cancer incidence after asthma diagnosis: Evidence from a large clinical research network in the United States
Yi Guo, Jiang Bian, Zhaoyi Chen, J. Fishe +5 more
2023Cancer Medicine16 citations Open access
Semantic Scholar
Drivers of preventable high health care utilization: a qualitative study of patient, physician and health system leader perspectives
L. T. Das, R. Kaushal, K. Garrison, V. Carrillo +4 more
2020Journal of Health Services Research and Policy16 citations
Semantic Scholar
Cost evaluation of tobacco control interventions in clinical settings: A systematic review.
R. Salloum, Jennifer H. LeLaurin, J. Dallery, Kayla Childs +3 more
2021Preventive Medicine15 citations
Semantic Scholar
A feasibility trial of parent HPV vaccine reminders and phone-based motivational interviewing
Stephanie A. S. Staras, E. Richardson, L. Merlo, J. Bian +5 more
2021BMC Public Health15 citations Open access
Semantic Scholar
Developing an actionable patient taxonomy to understand and characterize high-cost Medicare patients.
Yong-Kang Zhang, Z. Grinspan, D. Khullar, M. Unruh +3 more
2020Healthcare15 citations
Semantic Scholar
Hydroxychloroquine for pre-exposure prophylaxis of COVID-19 in health care workers: a randomized, multicenter, placebo-controlled trial Healthcare Worker Exposure Response and Outcomes of Hydroxychloroquine (HERO-HCQ)
S. Naggie, A. Milstone, M. Castro, S. Collins +19 more
2023International Journal of Infectious Diseases14 citations Open access
Semantic Scholar
Impact of Contextual-Level Social Determinants of Health on Newer Antidiabetic Drug Adoption in Patients with Type 2 Diabetes
Yujia Li, Hui Hu, Yi Zheng, W. Donahoo +7 more
2023International Journal of Environmental Research and Public Health14 citations Open access
Semantic Scholar
Incidence Trends of New-Onset Diabetes in Children and Adolescents Before and During the COVID-19 Pandemic: Findings from Florida.
Yi Guo, Jiang Bian, Aokun Chen, Fei Wang +4 more
2022Diabetes14 citations Open access
Semantic Scholar
Optimizing Identification of People Living with HIV from Electronic Medical Records: Computable Phenotype Development and Validation
Yiyang Liu, K. A. Siddiqi, R. Cook, J. Bian +4 more
2021Methods of Information in Medicine13 citations Open access
Semantic Scholar
Parent perspectives on electronic health record-based social needs screening and documentation: A qualitative study
Jennifer H. LeLaurin, Jacqueline De La Cruz, Ryan P. Theis, L. Thompson +3 more
2023Academic pediatrics12 citations Open access
Semantic Scholar
Mixed methods evaluation of vaping and tobacco product use prevention interventions among youth in the Florida 4-H program.
D. Bteddini, Jennifer H. LeLaurin, X. Chi, Jaclyn M Hall +13 more
2023Addictive Behaviours12 citations
Semantic Scholar
Perspectives of pregnant and breastfeeding women on longitudinal clinical studies that require non-invasive biospecimen collection – a qualitative study
D. Lemas, Lauren Wright, Elizabeth Flood-Grady, Magda Francois +9 more
2021BMC Pregnancy and Childbirth12 citations Open access
Semantic Scholar
The Association of Socioeconomic Vulnerability and Race and Ethnicity with Disease Burden among Children in a Statewide Medicaid Population.
Jaclyn M Hall, Choeeta Chakrabarti, R. Mkuu, L. Thompson +2 more
2022Academic pediatrics11 citations
Semantic Scholar
Design of the Healthcare Worker Exposure Response and Outcomes (HERO) research platform
A. Friedland, Adrian F. Hernandez, K. Anstrom, Lin-Chen-Lim Mei +25 more
2021Contemporary Clinical Trials11 citations Open access
Semantic Scholar
Pediatric primary care provider and staff perspectives on the implementation of electronic health record-based social needs interventions: A mixed-methods study
Jennifer H. LeLaurin, Jacqueline De La Cruz, Ryan P. Theis, L. Thompson +3 more
2023Journal of Clinical and Translational Science10 citations Open access
Semantic Scholar
Stratified split sampling of electronic health records
T. Huo, D. Glueck, E. Shenkman, K. Muller
2023BMC Medical Research Methodology10 citations Open access
Semantic Scholar
Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program
Yong-Kang Zhang, Hui Hu, Vasilios Fokaidis, Colby Lewis V +13 more
2023Environmental Advances10 citations Open access
Semantic Scholar
Human Papillomavirus Vaccination and Human Papillomavirus-Associated Cancer Rates Within Florida Counties.
Stephanie A. S. Staras, T. Huo, Sarah Rothbard, Jaclyn M Hall +7 more
2021American Journal of Preventive Medicine10 citations
Semantic Scholar
A Qualitative Study of Pregnant Women’s Perspectives on Antibiotic Use for Mom and Child: Implications for Developing Tailored Health Education Interventions
Lynn Y Chen, Elizabeth Flood-Grady, Austen Hentschel, Lauren Wright +8 more
2020Antibiotics10 citations Open access
Semantic Scholar
The role of sex and rurality in cancer fatalistic beliefs and cancer screening utilization in Florida
Yi Guo, Sarah M. Szurek, J. Bian, D. Braithwaite +2 more
2021Cancer Medicine9 citations Open access
Semantic Scholar
Attention deficit hyperactivity disorder medications and BMI trajectories: The role of medication type, sex and age
M. Gurka, Siraj U. Siddiqi, S. Filipp, Rebeccah Mercado +3 more
2020Pediatric obesity9 citations Open access
Semantic Scholar
Clinicians’ perceptions of barriers to cervical cancer screening for women living with behavioral health conditions: a focus group study
R. Mkuu, Stephanie Staras, Sarah M. Szurek, Dalila D'ingeo +3 more
2022BMC Cancer8 citations Open access
Semantic Scholar
Postcard reminders for HPV vaccination mainly primed parents for providers’ recommendations
Stephanie A. S. Staras, S. Vadaparampil, L. Thompson, C. Scherr +3 more
2020Preventive medicine reports8 citations Open access
Semantic Scholar
Perspectives of Pregnant and Breastfeeding Women on Participating in Longitudinal Mother-Baby Studies Involving Electronic Health Records: Qualitative Study
Austen Hentschel, Chu J. Hsiao, Lynn Y Chen, Lauren Wright +10 more
2020JMIR Pediatrics and Parenting8 citations Open access
Semantic Scholar
Dental practitioners’ use of health risk assessments for a variety of health conditions: Results from the South Atlantic region of The National Dental Practice-Based Research Network
Stephanie A. S. Staras, Yi Guo, V. Gordan, G. Gilbert +4 more
2020The Journal of the American Dental Association (1939)8 citations Open access
Semantic Scholar

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