Deep Learning Technique for Automatic Segmentation of Proximal Hip Musculoskeletal Tissues From CT Scan Images: A MrOS Study - Imani, Mahdi; Buratto, Jared; Dao, Thang; Meijering, Erik; Vogrin, Sara; Kwok, Timothy C. Y.; Orwoll, Eric S.; Cawthon, Peggy M.; Duque, Gustavo (Journal of cachexia, sarcopenia and muscle, 2025)
Keywords: Aged; Aged, 80 and over; Algorithms; Artificial intelligence; Automation; Body composition; Body fat; Bone density; Bones; CT scan; Deep Learning; Female; Fractures; Hip - diagnostic imaging; Hip joint; Humans; image segmentation; intermuscular adipose tissue; Male; marrow adipose tissue; Medical imaging; Middle Aged; Older people; Open source software; Original; Osteoporosis; Sarcopenia; Tomography, X-Ray Computed - methods; Volumetric analysis; United States--US; marrow adipose tissue; intermuscular adipose tissue; image segmentation; osteoporosis; CT scan; artificial intelligence; sarcopenia