Deep Learning-Based Muscle Segmentation and Quantification of Full-Leg Plain Radiograph for Sarcopenia Screening in Patients Undergoing Total Knee Arthroplasty

Sarcopenia, an age-related loss of skeletal muscle mass and function, is correlated with adverse outcomes after some surgeries. Here, we present a deep-learning-based model for automatic muscle segmentation and quantification of full-leg plain radiographs. We illustrated the potential of the model t...

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Detalles Bibliográficos
Autores principales: Hwang, Doohyun, Ahn, Sungho, Park, Yong-Beom, Kim, Seong Hwan, Han, Hyuk-Soo, Lee, Myung Chul, Ro, Du Hyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9267147/
https://www.ncbi.nlm.nih.gov/pubmed/35806895
http://dx.doi.org/10.3390/jcm11133612

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9267147/
https://www.ncbi.nlm.nih.gov/pubmed/35806895
http://dx.doi.org/10.3390/jcm11133612

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