A novel ensemble model for fall detection: leveraging CNN and BiLSTM with channel and temporal attention

Falls are a serious public health concern in a society where the elderly population is growing and requires prompt medical attention. Despite the proliferation of machine learning and deep learning algorithms for fall detection, their efficacy remains hampered by resilience, robustness, and adaptabi...

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Bibliographic Details
Main Authors: Sarita Sahni, Sweta Jain, Sri Khetwat Saritha
Format: Article
Language:English
Published: Taylor & Francis Group 2025-04-01
Series:Automatika
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Online Access:https://www.tandfonline.com/doi/10.1080/00051144.2025.2450553
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