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Integrating AI-driven technologies and facial-semantic features for depression detection: A cross-sectional study.

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Title: Integrating AI-driven technologies and facial-semantic features for depression detection: A cross-sectional study.
Authors: Lin MF; Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan., Pan YC; Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan., Liu FP; Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan., Shen HJ; Graduate Institute of Electrical Engineering, National Central University, Taiwan., Lu WH; Institute of Microelectronics, National Cheng Kung University, Tainan, Taiwan., Mudiyanselage SPK; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Operation Theatre Department, The National Hospital of Sri Lanka, Colombo, Sri Lanka. Electronic address: pkadawatha@gmail.com., Tseng HH; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan. Electronic address: hhtseng@mail.ncku.edu.tw.
Source: Journal of affective disorders [J Affect Disord] 2026 Apr 01; Vol. 398, pp. 120889. Date of Electronic Publication: 2025 Dec 18.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 7906073 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-2517 (Electronic) Linking ISSN: 01650327 NLM ISO Abbreviation: J Affect Disord Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Lin+MF%22">Lin MF</searchLink>; Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Pan+YC%22">Pan YC</searchLink>; Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liu+FP%22">Liu FP</searchLink>; Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Shen+HJ%22">Shen HJ</searchLink>; Graduate Institute of Electrical Engineering, National Central University, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lu+WH%22">Lu WH</searchLink>; Institute of Microelectronics, National Cheng Kung University, Tainan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Mudiyanselage+SPK%22">Mudiyanselage SPK</searchLink>; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Operation Theatre Department, The National Hospital of Sri Lanka, Colombo, Sri Lanka. Electronic address: pkadawatha@gmail.com.<br /><searchLink fieldCode="AU" term="%22Tseng+HH%22">Tseng HH</searchLink>; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan. Electronic address: hhtseng@mail.ncku.edu.tw.
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  Data: <searchLink fieldCode="JN" term="%227906073%22">Journal of affective disorders</searchLink> [J Affect Disord] 2026 Apr 01; Vol. 398, pp. 120889. <i>Date of Electronic Publication: </i>2025 Dec 18.
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        Value: 10.1016/j.jad.2025.120889
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      – TitleFull: Integrating AI-driven technologies and facial-semantic features for depression detection: A cross-sectional study.
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              Text: 2026 Apr 01
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