Enhanced Sarcopenia Detection in Nursing Home Residents Using Ultrasound Radiomics and Machine Learning

Ultrasound only has low-to-moderate accuracy for sarcopenia. We aimed to investigate whether ultrasound radiomics combined with machine learning enhances sarcopenia diagnostic accuracy compared with conventional ultrasound parameters among older adults in long-term care.