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Transfer Learning on Small Datasets for Improved Fall Detection

Falls in the elderly are associated with significant morbidity and mortality. While numerous fall detection devices incorporating AI and machine learning algorithms have been developed, no known smartwatch-based system has been used successfully in real-time to detect falls for elderly persons. We h...

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Detalles Bibliográficos
Autores principales: Maray, Nader, Ngu, Anne Hee, Ni, Jianyuan, Debnath, Minakshi, Wang, Lu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9919743/
https://www.ncbi.nlm.nih.gov/pubmed/36772148
http://dx.doi.org/10.3390/s23031105