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Yonghui Wu cover

Yonghui Wu (Yonghui Wu)

university of florida

70H-index
345Paper Count
3.2WCitation Count
Published Papers 58
Publication Date
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The complexity paradox of generalist AI agents in medicine: exploring GPT-5 for real-world  multimodal medical diagnosis
errnpj Digital Medicine
IF15.1
err2026-10-09
err0
errOAAI
errShaohui Zhang; Jiarong Qian; Kai Zhang; Zhiling Yan; Michael A. Catalano; Adam Kiridly; Omar Toubat; Gregory E. Tasian; Quanzheng Li; Yonghui Wu; Lei Xing; Wei Liu; Hua Xu; Lifang He; Xiang Li; Zhiyong Lu; Lichao Sun; Jing Huang
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Less can be better: decomposing clinical data modalities in large language model-based healthcare applications
errJournal of the American Medical Informatics Association
IF4.6
err2026-09-05
err0
PREAI
errCheng Peng, PhD; Mengxian Lyu, MS; Ziyi Chen, MS; Yonghui Wu, PhD
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errSave
MIR99AHG suppresses lung cancer progression by restricting SCD1-dependent lipid biogenesis
errJournal of Cancer Research and Clinical Oncology
IF2.8
err2026-08-27
err0
errOAAI
errRun Chen; Ping Fang; Xiaojuan Li; Yadi He; Yufeng Wang; Yonghui Wu
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Feasibility of identifying factors related to Alzheimer’s disease and related dementia in real-world data
errJAMIA Open
IF3.4
err2026-04-24
err0
errOAAI
errYu Huang, PhD; Qian Li, PhD; Aokun Chen, PhD; Yongqiu Li, PhD; Yu-Neng Chuang, Ms; Xia Hu, PhD; Serena Jingchuan Guo, PhD; Xing He, PhD; Yijiang Pang, Ms; Jiayu Zhou, PhD; Yonghui Wu, PhD; Yi Guo, PhD; Jiang Bian, PhD; null
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errSave
Natural language generation in healthcare: A review of methods and applications
errJournal of Biomedical Informatics
IF4.5
err2026-02-10
err0
PREAI
errMengxian Lyu; Xiaohan Li; Ziyi Chen; Jinqian Pan; Cheng Peng; Sankalp Talankar; Yonghui Wu
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A topic modeling analysis of stigma dimensions, social, and related behavioral circumstances in clinical notes among patients with HIV
errInternational Journal of Medical Informatics
IF4.1
err2026-01-06
err0
PREAI
errZiyi Chen; Yiyang Liu; Mattia Prosperi; Krishna Vaddiparti; Robert L. Cook; Jiang Bian; Yi Guo; Yonghui Wu
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errSave
Protocol for a Single-Arm Pilot Clinical Trial: Developing and Evaluating a Machine Learning Opioid Prediction & Risk-Stratification E-Platform (DEMONSTRATE)
errJournal of Clinical Medicine 2025, Vol. 14, Page 8522
IF2.9
err2025-12-01
err0
errOAAI
errJe-Won J. Hong; Debbie L. Wilson; Khoa Nguyen; Walid F. Gellad; Julie Diiulio; Laura Militello; Shunhua Yan; Christopher A. Harle; Danielle Nelson; Eric I. Rosenberg; Siegfried Schmidt; Chung-Chou Ho Chang; Gerald Cochran; Yonghui Wu; Stephanie A. S. Staras; Courtney Kuza; Wei-Hsuan Lo-Ciganic
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errSave
Determining Thyroid Biopsy Appropriateness: A Retrospective Study Integrating Clinical Context and Ultrasound Features
errJOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM
IF5.1
err2025-11-01
err0
PREAI
errHabib, Saad; Perez Rodriguez Garcia, Gilberto; Zhang, Zhongyue; Roy, Arkaprava; Wu, Yonghui; Brito, Juan P.; Singh Ospina, Naykky M.
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errSave
Scaling up biomedical vision-language models: Fine-tuning, instruction tuning, and multi-modal learning
errJournal of Biomedical Informatics
IF4.5
err2025-10-23
err0
PREAI
errCheng Peng; Kai Zhang; Mengxian Lyu; Hongfang Liu; Lichao Sun; Yonghui Wu
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errSave
Development and Validation of a Machine Learning–Based Screening Algorithm to Predict High-Risk Hepatitis C Infection
errOpen Forum Infectious Diseases
IF3.8
err2025-08-15
err0
errOAAI
errSuk-Chan Jang; Wei-Hsuan Lo-Ciganic; Pilar Hernandez-Con; Chanakan Jenjai; James Huang; Ashley Stultz; Shunhua Yan; Debbie L Wilson; Ashley Norse; Faheem W Guirgis; Robert L Cook; Christine Gage; Khoa A Nguyen; Patrick Hornes; Yonghui Wu; David R Nelson; Haesuk Park
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errSave
Patient and nodule characteristics associated with adherence to lung cancer screening in a large integrated healthcare system
errScientific Reports
IF3.9
err2025-08-09
err0
errOAAI
errShuang Yang; Muxuan Liang; Hiren J. Mehta; Ramzi G. Salloum; Dejana Braithwaite; Yonghui Wu; Jessica Islam; Xuhong Zhang; Ya-Chen Tina Shih; Jinhai Huo; Jiang Bian; Yi Guo
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errSave
Medical foundation large language models for comprehensive text analysis and beyond
errNPJ DIGITAL MEDICINE
IF15.1
err2025-03-05
err1
errOAAI
errXie, Qianqian; Chen, Qingyu; Chen, Aokun; Peng, Cheng; Hu, Yan; Lin, Fongci; Peng, Xueqing; Huang, Jimin; Zhang, Jeffrey; Keloth, Vipina; Zhou, Xinyu; Qian, Lingfei; He, Huan; Shung, Dennis; Ohno-Machado, Lucila; Wu, Yonghui; Bian, Jiang
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Toward a Computable Phenotype for Determining Eligibility of Lung Cancer Screening Using Electronic Health Records
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2025-01-01
err0
PREAI
errYang, Shuang; Huang, Yu; Lou, Xiwei; Lyu, Tianchen; Wei, Ruoqi; Mehta, Hiren J.; Wu, Yonghui; Alvarado, Michelle; Salloum, Ramzi G.; Braithwaite, Dejana; Huo, Jinhai; Shih, Ya-Chen Tina; Guo, Yi; Bian, Jiang
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errSave
Developing an automated algorithm for identification of children and adolescents with diabetes using electronic health records from the OneFlorida plus clinical research network
errDIABETES OBESITY & METABOLISM
IF5.7
err2024-09-30
err0
PREAI
errLi, Piaopiao; Spector, Eliot; Alkhuzam, Khalid; Patel, Rahul; Donahoo, William T.; Bost, Sarah; Lyu, Tianchen; Wu, Yonghui; Hogan, William; Prosperi, Mattia; Dixon, Brian E.; Dabelea, Dana; Utidjian, Levon H.; Crume, Tessa L.; Thorpe, Lorna; Liese, Angela D.; Schatz, Desmond A.; Atkinson, Mark A.; Haller, Michael J.; Shenkman, Elizabeth A.; Guo, Yi; Bian, Jiang; Shao, Hui
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Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs
errNPJ DIGITAL MEDICINE
IF15.1
err2024-09-28
err0
errOAAI
errAdekkanattu, Prakash; Furmanchuk, Al'ona; Wu, Yonghui; Pathak, Aman; Patra, Braja Gopal; Bost, Sarah; Morrow, Destinee; Wang, Grace Hsin-Min; Yang, Yuyang; Forrest, Noah James; Luo, Yuan; Walunas, Theresa L.; Lo-Ciganic, Weihsuan; Gelad, Walid; Bian, Jiang; Bao, Yuhua; Weiner, Mark; Oslin, David; Pathak, Jyotishman
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Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models
errJOURNAL OF HEALTHCARE INFORMATICS RESEARCH
IF3.7
err2024-05-17
err0
errOAAI
errYang, Shuang; Yang, Xi; Lyu, Tianchen; Huang, James L.; Chen, Aokun; He, Xing; Braithwaite, Dejana; Mehta, Hiren J.; Wu, Yonghui; Guo, Yi; Bian, Jiang
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Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2024-05-01
err12
errOAAI
errPeng, Cheng; Yang, Xi; Smith, Kaleb E.; Yu, Zehao; Chen, Aokun; Bian, Jiang; Wu, Yonghui
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Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2024-05-01
err3
errOAAI
errYu, Zehao; Peng, Cheng; Yang, Xi; Dang, Chong; Adekkanattu, Prakash; Patra, Braja Gopal; Peng, Yifan; Pathak, Jyotishman; Wilson, Debbie L.; Chang, Ching -Yuan; Lo-Ciganic, Wei-Hsuan; George, Thomas J.; Hogan, William R.; Guo, Yi; Bian, Jiang; Wu, Yonghui
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Heterogeneous treatment effects of metformin on risk of dementia in patients with type 2 diabetes: A longitudinal observational study
errALZHEIMERS & DEMENTIA
IF11.1
err2023-10-13
err5
errOAAI
errTang, Huilin; Guo, Jingchuan; Shaaban, C. Elizabeth; Feng, Zheng; Wu, Yonghui; Magoc, Tanja; Hu, Xia; Donahoo, William T.; DeKosky, Steven T.; Bian, Jiang
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Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2023-09-01
err7
errOAAI
errLiu, Siru; McCoy, Allison B.; Aldrich, Melinda C.; Sandler, Kim L.; Reese, Thomas J.; Steitz, Bryan; Bian, Jiang; Wu, Yonghui; Russo, Elise; Wright, Adam
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Research Directions

Data ScienceMachine LearningNatural Language ProcessingDrug Repurposinglarge language modelspatient information extractionNLP-powered computable phenotypingdisease predictive modelingartificial intelligence (AI) applications in the medical domain
Co-authors
Cooperation Journals
S
Steven T. DeKosky
H-index: 133 · Papers: 832
M
Mark A. Atkinson
H-index: 126 · Papers: 1.1K
Q
Quoc V. Le
H-index: 120 · Papers: 331
G
Glenn E. Smith
H-index: 104 · Papers: 582
M
Marc A. Suchard
H-index: 104 · Papers: 689
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