Deep Learning Technique for Automatic Segmentation of Proximal Hip Musculoskeletal Tissues From CT Scan Images: A MrOS Study

Deep Learning Technique for Automatic Segmentation of Proximal Hip Musculoskeletal Tissues From CT Scan Images: A MrOS Study

ABSTRACT Background Age‐related conditions, such as osteoporosis and sarcopenia, alongside chronic diseases, can result in significant musculoskeletal tissue loss. This impacts individuals' quality of life and increases risk of falls and fractures. Computed tomography (CT) has been widely used...

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Bibliographic Details
Main Authors: Mahdi Imani, Jared Buratto, Thang Dao, Erik Meijering, Sara Vogrin, Timothy C. Y. Kwok, Eric S. Orwoll, Peggy M. Cawthon, Gustavo Duque
Format: Article
Language:English
Published: Wiley 2025-04-01
Series:Journal of Cachexia, Sarcopenia and Muscle
Subjects:
artificial intelligence
CT scan
image segmentation
intermuscular adipose tissue
marrow adipose tissue
osteoporosis
Online Access:https://doi.org/10.1002/jcsm.13728
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https://doi.org/10.1002/jcsm.13728

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