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    篇名/題名:AI-Driven Fall Prediction across Generations: Integrating Deep Learning and Machine Learning for Young, Middle-Aged, and Older Adults
    並列篇名:基於人工智慧的跨世代跌倒預測:融合深度學習和機器學習技術,適用於青年、中年和老年人
    摘要:Department of Family Medicine, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chia-Yi, Taiwan; b Received: June 16, 2025 Accepted: October 30, 2025 Published online: November 6, 2025 c, d g, h Department of Occupational and Environmental Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; c Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan; d Technology, Tainan, Taiwan; e Department of Information Management, Tainan University of Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; f Department of Public Health and Environmental Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; g Center for Precision Environmental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; h Research Department of Pediatrics, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
    類型:期刊論文
    西元出版年:2025
    關鍵詞:Machine learning ; Deep learning ; Falls ; Attention-gated recurrent unit ; Age-stratified subgroups ; Decision-making
    作者:作者:
     楊正宏
    學校系所:資訊管理系
    卷期:Gerontology;vol. 72 卷;period 1 期