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Development of a machine learning-based screening model for the risk of depression among the elderly in China.

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Title: Development of a machine learning-based screening model for the risk of depression among the elderly in China.
Authors: Tan L; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia., Ibrahim MS; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia., Adnan LHM; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia., Suliman NA; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia., Iskandar MMM; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia., Rosid SJM; UniSZA Science and Medicine Foundation Centre (PUSPA), Universiti Sultan Zainal Abidin, Gong Badak Campus, Kuala Nerus, Terengganu, 21300, Malaysia., Zamri SNA; UniSZA Science and Medicine Foundation Centre (PUSPA), Universiti Sultan Zainal Abidin, Gong Badak Campus, Kuala Nerus, Terengganu, 21300, Malaysia., Aziz SM; UniSZA Science and Medicine Foundation Centre (PUSPA), Universiti Sultan Zainal Abidin, Gong Badak Campus, Kuala Nerus, Terengganu, 21300, Malaysia., Hanis TM; Department of Community Medicine, Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia. tengkuhanismokhtar@unisza.edu.my., Leong Bin Abdullah MFI; Department of Psychiatry and Mental Health, Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia. farrisiman@unisza.edu.my.
Source: BMC geriatrics [BMC Geriatr] 2026 Apr 01; Vol. 26 (1). Date of Electronic Publication: 2026 Apr 01.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968548 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2318 (Electronic) Linking ISSN: 14712318 NLM ISO Abbreviation: BMC Geriatr Subsets: MEDLINE; In Process
Database: MEDLINE Ultimate
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  Data: Development of a machine learning-based screening model for the risk of depression among the elderly in China.
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  Data: <searchLink fieldCode="AU" term="%22Tan+L%22">Tan L</searchLink>; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia.<br /><searchLink fieldCode="AU" term="%22Ibrahim+MS%22">Ibrahim MS</searchLink>; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia.<br /><searchLink fieldCode="AU" term="%22Adnan+LHM%22">Adnan LHM</searchLink>; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia.<br /><searchLink fieldCode="AU" term="%22Suliman+NA%22">Suliman NA</searchLink>; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia.<br /><searchLink fieldCode="AU" term="%22Iskandar+MMM%22">Iskandar MMM</searchLink>; Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia.<br /><searchLink fieldCode="AU" term="%22Rosid+SJM%22">Rosid SJM</searchLink>; UniSZA Science and Medicine Foundation Centre (PUSPA), Universiti Sultan Zainal Abidin, Gong Badak Campus, Kuala Nerus, Terengganu, 21300, Malaysia.<br /><searchLink fieldCode="AU" term="%22Zamri+SNA%22">Zamri SNA</searchLink>; UniSZA Science and Medicine Foundation Centre (PUSPA), Universiti Sultan Zainal Abidin, Gong Badak Campus, Kuala Nerus, Terengganu, 21300, Malaysia.<br /><searchLink fieldCode="AU" term="%22Aziz+SM%22">Aziz SM</searchLink>; UniSZA Science and Medicine Foundation Centre (PUSPA), Universiti Sultan Zainal Abidin, Gong Badak Campus, Kuala Nerus, Terengganu, 21300, Malaysia.<br /><searchLink fieldCode="AU" term="%22Hanis+TM%22">Hanis TM</searchLink>; Department of Community Medicine, Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia. tengkuhanismokhtar@unisza.edu.my.<br /><searchLink fieldCode="AU" term="%22Leong+Bin+Abdullah+MFI%22">Leong Bin Abdullah MFI</searchLink>; Department of Psychiatry and Mental Health, Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, Jalan Sultan Mahmud, Kuala Terengganu, Terengganu, 20400, Malaysia. farrisiman@unisza.edu.my.
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  Data: <searchLink fieldCode="JN" term="%22100968548%22">BMC geriatrics</searchLink> [BMC Geriatr] 2026 Apr 01; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Apr 01.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968548 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2318 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712318%22">14712318 </searchLink><i>NLM ISO Abbreviation: </i>BMC Geriatr <i>Subsets: </i>MEDLINE; In Process
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              Text: 2026 Apr 01
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