Automating multisite muscle segmentation in ultrasound via deep learning through a standardized framework for sarcopenia assessment

Background: Nowadays, sarcopenia is widely affecting numerous people in the world, which directly leads to devastating clinical outcomes like catastrophic falls, functional disability in mobility, and increased mortality. Ultrasound (US) plays an important role in sarcopenia assessment for quantitat...

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Autors principals:	Dawei Zhang, Chonglin Wu, Yuxuan Na, Wanrui Li, Ka-Shing Lee, Yu Sun, Yongping Zheng
Format:	Artigo
Idioma:	Inglês
Publicat:	International Society for Gerontechnology 2026-06-01
Col·lecció:	Gerontechnology
Matèries:	ultrasound sarcopenia deep learning muscle segmentation muscle thickness
Accés en línia:	https://journal.gerontechnology.org/currentIssueContent.aspx?aid=5014
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