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Yonghui Wu

University of Florida

70H-index
342Paper Count
3.2WCitation Count
Published Papers 55
Publication Date
Feasibility of identifying factors related to Alzheimer’s disease and related dementia in real-world data
err2026-04-24
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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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Natural language generation in healthcare: A review of methods and applications
err2026-02-10
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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
err2026-01-06
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PREAI
errZiyi Chen; Yiyang Liu; Mattia Prosperi; Krishna Vaddiparti; Robert L. Cook; Jiang Bian; Yi Guo; Yonghui Wu
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Protocol for a Single-Arm Pilot Clinical Trial: Developing and Evaluating a Machine Learning Opioid Prediction & Risk-Stratification E-Platform (DEMONSTRATE)
err2025-12-01
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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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Determining Thyroid Biopsy Appropriateness: A Retrospective Study Integrating Clinical Context and Ultrasound Features
err2025-11-01
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PREAI
errHabib, Saad; Perez Rodriguez Garcia, Gilberto; Zhang, Zhongyue; Roy, Arkaprava; Wu, Yonghui; Brito, Juan P.; Singh Ospina, Naykky M.
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Scaling up biomedical vision-language models: Fine-tuning, instruction tuning, and multi-modal learning
err2025-10-23
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PREAI
errCheng Peng; Kai Zhang; Mengxian Lyu; Hongfang Liu; Lichao Sun; Yonghui Wu
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Development and Validation of a Machine Learning–Based Screening Algorithm to Predict High-Risk Hepatitis C Infection
err2025-08-15
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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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Patient and nodule characteristics associated with adherence to lung cancer screening in a large integrated healthcare system
err2025-08-09
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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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Medical foundation large language models for comprehensive text analysis and beyond
err2025-03-05
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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
err2025-01-01
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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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Developing an automated algorithm for identification of children and adolescents with diabetes using electronic health records from the OneFlorida plus clinical research network
err2024-09-30
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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
err2024-09-28
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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
err2024-05-17
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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
err2024-05-01
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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
err2024-05-01
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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
err2023-10-13
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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
err2023-09-01
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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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Artificial Intelligence in Thyroidology: A Narrative Review of the Current Applications, Associated Challenges, and Future Directions
errTHYROID
IF6.7
err2023-08-01
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PREAI
errToro-Tobon, David; Loor-Torres, Ricardo; Duran, Mayra; Fan, Jungwei W.; Ospina, Naykky Singh; Wu, Yonghui; Brito, Juan P.
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Glycyrrhizae Radix et Rhizoma: The popular occurrence of herbal medicine applied in classical prescriptions
err2023-05-17
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PREAI
errHe, Luying; Kang, Qianming; Zhang, Yang; Chen, Man; Wang, Zefei; Wu, Yonghui; Gao, Hetong; Zhong, Zhangfeng; Tan, Wen
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