Rectus Femoris Muscle Segmentation on Ultrasound Images of Older Adults Using Automatic Segment Anything Model, nnU-Net and U-Net—A Prospective Study of Hong Kong Community Cohort

Rectus Femoris Muscle Segmentation on Ultrasound Images of Older Adults Using Automatic Segment Anything Model, nnU-Net and U-Net—A Prospective Study of Hong Kong Community Cohort

Sarcopenia is characterized by a degeneration of muscle mass and strength that incurs impaired mobility, posing grievous impacts on the quality of life and well-being of older adults worldwide. In 2018, a new international consensus was formulated to incorporate ultrasound imaging of the rectus femo...

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Bibliographic Details
Main Authors: Dawei Zhang, Hongyu Kang, Yu Sun, Justina Yat Wa Liu, Ka-Shing Lee, Zhen Song, Jien Vei Khaw, Jackie Yeung, Tao Peng, Sai-kit Lam, Yongping Zheng
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Bioengineering
Subjects:
deep learning
medical segment anything model
rectus femoris muscle
Sarcopenia Ultrasound
U-Net
Online Access:https://www.mdpi.com/2306-5354/11/12/1291
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