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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
Description
ISSN:1471-2318
DOI:10.1186/s12877-026-07397-8