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A topic modeling analysis of stigma dimensions, social, and related behavioral circumstances in clinical notes among patients with HIV.

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Title: A topic modeling analysis of stigma dimensions, social, and related behavioral circumstances in clinical notes among patients with HIV.
Authors: Chen Z; Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA., Liu Y; Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL, USA., Prosperi M; Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL, USA., Vaddiparti K; Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL, USA., Cook RL; Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL, USA., Bian J; Department of Biostatistics and Health Data Science, School of Medicine, Indiana University, Indianapolis, IN, USA; Regenstrief Institute, Indianapolis, IN, USA., Guo Y; Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA., Wu Y; Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA; Preston A. Wells, Jr. Center for Brain Tumor Therapy, Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, FL, USA. Electronic address: yonghui.wu@ufl.edu.
Source: International journal of medical informatics [Int J Med Inform] 2026 Apr 01; Vol. 209, pp. 106269. Date of Electronic Publication: 2026 Jan 06.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Chen+Z%22">Chen Z</searchLink>; Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Prosperi+M%22">Prosperi M</searchLink>; Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Vaddiparti+K%22">Vaddiparti K</searchLink>; Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Cook+RL%22">Cook RL</searchLink>; Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Bian+J%22">Bian J</searchLink>; Department of Biostatistics and Health Data Science, School of Medicine, Indiana University, Indianapolis, IN, USA; Regenstrief Institute, Indianapolis, IN, USA.<br /><searchLink fieldCode="AU" term="%22Guo+Y%22">Guo Y</searchLink>; Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Wu+Y%22">Wu Y</searchLink>; Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA; Preston A. Wells, Jr. Center for Brain Tumor Therapy, Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, FL, USA. Electronic address: yonghui.wu@ufl.edu.
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              Text: 2026 Apr 01
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