
Age-related muscle loss and obesity are linked to poor bone health and increased fracture risk, though findings in frail populations are inconsistent. This study examined differences in bone microarchitecture across body composition phenotypes in frail older women. Methods: In this cross-sectional study,...

This study aims to explore a grading diagnostic method for the binary classification of meniscal tears based on magnetic resonance imaging radiomics. We hypothesize that a radiomics model can accurately grade meniscal injuries in the knee joint. By extracting T2-weighted imaging features, a radiomics...

Data are available upon reasonable request. https://doi.org/10.1136/emermed-2025-215388...

Machine learning applied to computed tomography (CT) images captures variations in skeletal muscle texture and structure not detectable by conventional measures. These novel 'radiomic' features may offer added value in predicting muscle function and physical performance beyond traditional CT-derived...

Total knee arthroplasty (TKA) remains an effective treatment for end-stage knee osteoarthritis and rheumatoid arthritis, resulting in significant pain alleviation, deformity correction, and improvement in overall quality of life [1, 2]. The long-term success of TKA heavily relies on translating preoperative...