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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Principais autores:	Dawei Zhang, Chonglin Wu, Yuxuan Na, Wanrui Li, Ka-Shing Lee, Yu Sun, Yongping Zheng
Formato:	Artigo
Idioma:	Inglês
Publicado em:	International Society for Gerontechnology 2026-06-01
Colecção:	Gerontechnology
Assuntos:	ultrasound sarcopenia deep learning muscle segmentation muscle thickness
Acesso em linha:	https://journal.gerontechnology.org/currentIssueContent.aspx?aid=5014
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