Intelligent predictive risk assessment and management of sarcopenia in chronic disease patients using machine learning and a web-based tool

We developed an MLP machine learning model that incorporates only six easily accessible variables, enabling the prediction of sarcopenia risk in individuals with chronic diseases. Additionally, we created a practical online application tool to assist in decision-making and streamline clinical assessments.