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A Machine Learning Model for Diagnosing Opportunistic Infections in HIV Patients: Broad Applicability Across Infection Types.

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Title: A Machine Learning Model for Diagnosing Opportunistic Infections in HIV Patients: Broad Applicability Across Infection Types.
Authors: Chen H; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; The First School of Medicine, School of Information and Engineering, Wenzhou Medical University, Wenzhou, China., Chen F; School of Biomedical Engineering, School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, China., Wang Y; The Second Clinical Medical College of Wenzhou Medical University, Wenzhou, China., Cai E; The School of Nursing, Wenzhou Medical University, Wenzhou, China., Pan W; Wenzhou Medical University Renji College, Wenzhou, China., Li Y; School of Computer Science and Software Engineering, University of Science and Technology Liaoning, Anshan, China., Mo Z; School of Biomedical Engineering, School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, China., Lou H; The Second Clinical Medical College of Wenzhou Medical University, Wenzhou, China., Ren C; The First School of Medicine, School of Information and Engineering, Wenzhou Medical University, Wenzhou, China., Dai C; The School of Nursing, Wenzhou Medical University, Wenzhou, China., Shan X; Wenzhou Medical University Renji College, Wenzhou, China., Ye H; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China., Xu Z; Department of Infectious Diseases, Taishun County People's Hospital, Wenzhou, China., Dong P; Department of Infectious Diseases, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China., Zhou H; Department of Infectious Diseases, Wencheng People's Hospital, Wenzhou, China., Xu S; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China., Zhu T; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China., Su M; Zhejiang Industry Polytechnic College, Shaoxing, China., Miao X; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China., Hu X; Department of Surgical Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China., Hong L; Department of Infectious Diseases, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China., Wang Y; School of Biomedical Engineering, School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, China., Su F; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China.; Wenzhou Key Laboratory of Diagnosis and Treatment of Emerging and Recurrent Infectious Diseases, Wenzhou, China.
Source: Journal of cellular and molecular medicine [J Cell Mol Med] 2025 Mar; Vol. 29 (6), pp. e70497.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 101083777 Publication Model: Print Cited Medium: Internet ISSN: 1582-4934 (Electronic) Linking ISSN: 15821838 NLM ISO Abbreviation: J Cell Mol Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: A Machine Learning Model for Diagnosing Opportunistic Infections in HIV Patients: Broad Applicability Across Infection Types.
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  Data: <searchLink fieldCode="AU" term="%22Chen+H%22">Chen H</searchLink>; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; The First School of Medicine, School of Information and Engineering, Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Chen+F%22">Chen F</searchLink>; School of Biomedical Engineering, School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; The Second Clinical Medical College of Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Cai+E%22">Cai E</searchLink>; The School of Nursing, Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Pan+W%22">Pan W</searchLink>; Wenzhou Medical University Renji College, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; School of Computer Science and Software Engineering, University of Science and Technology Liaoning, Anshan, China.<br /><searchLink fieldCode="AU" term="%22Mo+Z%22">Mo Z</searchLink>; School of Biomedical Engineering, School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Lou+H%22">Lou H</searchLink>; The Second Clinical Medical College of Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Ren+C%22">Ren C</searchLink>; The First School of Medicine, School of Information and Engineering, Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Dai+C%22">Dai C</searchLink>; The School of Nursing, Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Shan+X%22">Shan X</searchLink>; Wenzhou Medical University Renji College, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Ye+H%22">Ye H</searchLink>; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Xu+Z%22">Xu Z</searchLink>; Department of Infectious Diseases, Taishun County People's Hospital, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Dong+P%22">Dong P</searchLink>; Department of Infectious Diseases, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Zhou+H%22">Zhou H</searchLink>; Department of Infectious Diseases, Wencheng People's Hospital, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Xu+S%22">Xu S</searchLink>; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Zhu+T%22">Zhu T</searchLink>; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Su+M%22">Su M</searchLink>; Zhejiang Industry Polytechnic College, Shaoxing, China.<br /><searchLink fieldCode="AU" term="%22Miao+X%22">Miao X</searchLink>; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Hu+X%22">Hu X</searchLink>; Department of Surgical Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Hong+L%22">Hong L</searchLink>; Department of Infectious Diseases, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; School of Biomedical Engineering, School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Su+F%22">Su F</searchLink>; Department of Infectious Diseases, Wenzhou Central Hospital, Wenzhou, China.; Department of Infectious Diseases, Wenzhou Sixth People's Hospital, Wenzhou, China.; Wenzhou Key Laboratory of Diagnosis and Treatment of Emerging and Recurrent Infectious Diseases, Wenzhou, China.
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  Data: <searchLink fieldCode="JN" term="%22101083777%22">Journal of cellular and molecular medicine</searchLink> [J Cell Mol Med] 2025 Mar; Vol. 29 (6), pp. e70497.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley-Blackwell%22">Wiley-Blackwell </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101083777 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1582-4934 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215821838%22">15821838 </searchLink><i>NLM ISO Abbreviation: </i>J Cell Mol Med <i>Subsets: </i>MEDLINE
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        Value: 10.1111/jcmm.70497
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      – TitleFull: A Machine Learning Model for Diagnosing Opportunistic Infections in HIV Patients: Broad Applicability Across Infection Types.
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              Text: 2025 Mar
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              Y: 2025
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