Muscle state quantitative evaluation method and device, storage medium and intelligent terminal

Abstract

The invention discloses a muscle state quantitative evaluation method and device, a storage medium and an intelligent terminal, and the method comprises the steps: obtaining a muscle ultrasonic imageand physical ability feature data of a to-be-tested person, and carrying out the feature selection according to the muscle ultrasonic image and physical ability feature data; constructing a feature data set, and determining an optimal feature data set according to the feature data set; inputting the optimal feature data set into a trained classifier for classification, and obtaining a motion frequency category of the to-be-tested person; and inputting the optimal feature data set into a trained evaluation model for muscle state quantitative evaluation to obtain an evaluation result which is the athletic ability score of the to-be-tested person. According to the method, the muscle ultrasonic image is analyzed, the motion frequency is classified by utilizing the data mining technology and the machine learning model, and the muscle state is quantitatively evaluated, so that the muscle state can be known more accurately.

Description

technical field [0001] The present invention relates to the technical field of muscle image analysis, in particular to a muscle state quantitative evaluation method, device, storage medium and intelligent terminal. Background technique [0002] Whether in competitive sports or sports rehabilitation, muscles are often strengthened through exercise. During this process, the biological structure of the muscle is also subtly changed, and this change may also be reflected in the ultrasound image of the corresponding muscle as a small change in the image characteristics. [0003] Differences in skeletal muscle structure between individuals are often attributed to many factors: age differences, gender differences, differences in muscle fitness, and even differences in exercise frequency. Further studies of this difference would be useful for assessing muscle status. Therefore, mining this differential information is an important task in rehabilitation engineering, sports medicine...

AI Technical Summary

Problems solved by technology

[0006] The technical problem to be solved by the present invention is to provide a muscle state quantitative assessment method, device, storage medium and intelligent terminal for the above-mentioned defects of the prior art, aiming to solve the cumbersome way of muscle state assessment in the prior art, and Problems that require the use of specialized instruments

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