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Toward personalized classification and treatment in depression: A narrative review of digital phenotyping and artificial intelligence.

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Title: Toward personalized classification and treatment in depression: A narrative review of digital phenotyping and artificial intelligence.
Authors: Cheng SW; Mind-Body Interface Research Center (MBI Lab & Care), China Medical University Hospital, Taichung, Taiwan., Chen WJ; An-Nan Hospital, China Medical University, Tainan, Taiwan., Chang CH; An-Nan Hospital, China Medical University, Tainan, Taiwan.; Graduate Institute of Biomedical Sciences and School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan., Chang JP; Mind-Body Interface Research Center (MBI Lab & Care), China Medical University Hospital, Taichung, Taiwan.; Graduate Institute of Biomedical Sciences and School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan.; Child and Adolescent Psychiatry Division, Department of Psychiatry, China Medical University Hospital, Taichung, Taiwan., Chang CW; Digital Service for Smart Healthcare, Chia Nan University of Pharmacy & Science, Tainan, Taiwan., Hsu JM; Graduate Institute of Biomedical Sciences and School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan., Lin SC; An-Nan Hospital, China Medical University, Tainan, Taiwan., Mischoulon D; Depression Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA., Kishimoto T; Hills Joint Research Laboratory for Future Preventive Medicine and Wellness, Keio University School of Medicine, Tokyo, Japan., Su KP; Mind-Body Interface Research Center (MBI Lab & Care), China Medical University Hospital, Taichung, Taiwan.; An-Nan Hospital, China Medical University, Tainan, Taiwan.; Office of Research and Development, Asia University, Taichung, Taiwan.; College of Medicine, China Medical University, Taichung, Taiwan.
Source: Psychiatry and clinical neurosciences [Psychiatry Clin Neurosci] 2026 May; Vol. 80 (5), pp. 374-380. Date of Electronic Publication: 2026 Feb 08.
Publication Type: Journal Article; Review
Journal Info: Publisher: Blackwell Science Country of Publication: Australia NLM ID: 9513551 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1440-1819 (Electronic) Linking ISSN: 13231316 NLM ISO Abbreviation: Psychiatry Clin Neurosci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Toward personalized classification and treatment in depression: A narrative review of digital phenotyping and artificial intelligence.
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  Data: <searchLink fieldCode="AU" term="%22Cheng+SW%22">Cheng SW</searchLink>; Mind-Body Interface Research Center (MBI Lab & Care), China Medical University Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+WJ%22">Chen WJ</searchLink>; An-Nan Hospital, China Medical University, Tainan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+CH%22">Chang CH</searchLink>; An-Nan Hospital, China Medical University, Tainan, Taiwan.; Graduate Institute of Biomedical Sciences and School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+JP%22">Chang JP</searchLink>; Mind-Body Interface Research Center (MBI Lab & Care), China Medical University Hospital, Taichung, Taiwan.; Graduate Institute of Biomedical Sciences and School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan.; Child and Adolescent Psychiatry Division, Department of Psychiatry, China Medical University Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+CW%22">Chang CW</searchLink>; Digital Service for Smart Healthcare, Chia Nan University of Pharmacy & Science, Tainan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+JM%22">Hsu JM</searchLink>; Graduate Institute of Biomedical Sciences and School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+SC%22">Lin SC</searchLink>; An-Nan Hospital, China Medical University, Tainan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Mischoulon+D%22">Mischoulon D</searchLink>; Depression Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Kishimoto+T%22">Kishimoto T</searchLink>; Hills Joint Research Laboratory for Future Preventive Medicine and Wellness, Keio University School of Medicine, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Su+KP%22">Su KP</searchLink>; Mind-Body Interface Research Center (MBI Lab & Care), China Medical University Hospital, Taichung, Taiwan.; An-Nan Hospital, China Medical University, Tainan, Taiwan.; Office of Research and Development, Asia University, Taichung, Taiwan.; College of Medicine, China Medical University, Taichung, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%229513551%22">Psychiatry and clinical neurosciences</searchLink> [Psychiatry Clin Neurosci] 2026 May; Vol. 80 (5), pp. 374-380. <i>Date of Electronic Publication: </i>2026 Feb 08.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Blackwell+Science%22">Blackwell Science </searchLink><i>Country of Publication: </i>Australia <i>NLM ID: </i>9513551 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1440-1819 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213231316%22">13231316 </searchLink><i>NLM ISO Abbreviation: </i>Psychiatry Clin Neurosci <i>Subsets: </i>MEDLINE
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        Value: 10.1111/pcn.70034
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      – Code: eng
        Text: English
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        StartPage: 374
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              M: 05
              Text: 2026 May
              Type: published
              Y: 2026
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