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Machine Learning in Myasthenia Gravis: A Systematic Review of Prognostic Models and AI-Assisted Clinical Assessments.

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Title: Machine Learning in Myasthenia Gravis: A Systematic Review of Prognostic Models and AI-Assisted Clinical Assessments.
Authors: Chung CC; Department of Neurology, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.; Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan.; Research & Innovation Center of Artificial Intelligence in Medicine and Health, Shuang Ho Hospital, New Taipei City 235, Taiwan.; Taipei Neuroscience Institute, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan., Wu IC; Department of Neurology, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.; Taipei Neuroscience Institute, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan., Bamodu OA; Department of Prevention and Community Health, Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA.; Directorate of Postgraduate Studies, School of Clinical Medicine, Muhimbili University of Health and Allied Sciences, Ilala District, Dar es Salaam P.O. Box 65001, Tanzania., Hong CT; Department of Neurology, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.; Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan.; Research & Innovation Center of Artificial Intelligence in Medicine and Health, Shuang Ho Hospital, New Taipei City 235, Taiwan.; Taipei Neuroscience Institute, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan., Chiu HC; Department of Neurology, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.; Taipei Neuroscience Institute, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.
Source: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2025 Aug 14; Vol. 15 (16). Date of Electronic Publication: 2025 Aug 14.
Publication Type: Journal Article; Review
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine Learning in Myasthenia Gravis: A Systematic Review of Prognostic Models and AI-Assisted Clinical Assessments.
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  Data: <searchLink fieldCode="AU" term="%22Chung+CC%22">Chung CC</searchLink>; Department of Neurology, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.; Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan.; Research & Innovation Center of Artificial Intelligence in Medicine and Health, Shuang Ho Hospital, New Taipei City 235, Taiwan.; Taipei Neuroscience Institute, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+IC%22">Wu IC</searchLink>; Department of Neurology, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.; Taipei Neuroscience Institute, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.<br /><searchLink fieldCode="AU" term="%22Bamodu+OA%22">Bamodu OA</searchLink>; Department of Prevention and Community Health, Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA.; Directorate of Postgraduate Studies, School of Clinical Medicine, Muhimbili University of Health and Allied Sciences, Ilala District, Dar es Salaam P.O. Box 65001, Tanzania.<br /><searchLink fieldCode="AU" term="%22Hong+CT%22">Hong CT</searchLink>; Department of Neurology, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.; Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan.; Research & Innovation Center of Artificial Intelligence in Medicine and Health, Shuang Ho Hospital, New Taipei City 235, Taiwan.; Taipei Neuroscience Institute, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chiu+HC%22">Chiu HC</searchLink>; Department of Neurology, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.; Taipei Neuroscience Institute, Taipei Medical University Shuang Ho Hospital, New Taipei City 235, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%22101658402%22">Diagnostics (Basel, Switzerland)</searchLink> [Diagnostics (Basel)] 2025 Aug 14; Vol. 15 (16). <i>Date of Electronic Publication: </i>2025 Aug 14.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101658402 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2075-4418 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220754418%22">20754418 </searchLink><i>NLM ISO Abbreviation: </i>Diagnostics (Basel) <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3390/diagnostics15162044
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      – Code: eng
        Text: English
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      – TitleFull: Machine Learning in Myasthenia Gravis: A Systematic Review of Prognostic Models and AI-Assisted Clinical Assessments.
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              Text: 2025 Aug 14
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