This invention discloses a method,
system, medium, and device for
weight loss and
muscle preservation health management suitable for individuals with
hyperinsulinemia and
obesity, belonging to the field of health management technology. The method and
system provided by this invention for
weight loss and
muscle preservation health management in individuals with
hyperinsulinemia and
obesity involves standardized and structured collection, screening, and
verification of the target user's
health data to provide accurate and standardized
data input for subsequent
algorithm processing. Based on the processed
health data, a
muscle mass classification
algorithm is used to automate and standardize the classification of the user's
muscle mass, improving the accuracy of the classification. Then, based on the
muscle mass classification results, a multi-model fusion
algorithm is used to calculate precise and personalized
protein intake standards for users with different muscle masses. Combined with an integrated
drug matching algorithm, standardized matching recommendations for GLP-1
drug use are output. Finally, the
drug matching recommendations and
protein intake plan are synergistically linked to generate a structured health management technical report for users to directly implement, avoiding a disconnect between user
nutrition management and drug use. This achieves
synergy between
muscle mass protection and adequate
protein intake, ultimately helping users achieve precise and efficient health management.