The invention relates to the technical field of
artificial intelligence, and provides a functional
dyskinesia degree evaluation method,
system and device for orthopedic
disease patients and a medium, and the method comprises the steps: obtaining a
muscle cooperation matrix and a joint motion angle matrix; and inputting the
muscle cooperation matrix and the joint motion angle matrix into a functional
dyskinesia degree evaluation model, and outputting a functional
dyskinesia degree
evaluation result. According to the method for evaluating the degree of the functional dyskinesia for the orthopedic
disease patient, physiological features in joint movement and
muscle contraction signals are mined and fused through the model, complementarity in multi-mode
human body movement physiological information is fully utilized, and the model emphasizes channels with rich information, so that the degree of the functional dyskinesia is evaluated. According to the method, higher weights are distributed for features related to
pathological features of orthopedic diseases, relatively redundant features are inhibited, the sensitivity of the model to key abnormal information of the neuromusculoskeletal level is enhanced, a reliable
evaluation result is finally output, and efficient and accurate functional dyskinesia evaluation is realized.