The invention discloses a
muscle-bone
shock wave treatment path
adaptive optimization method based on behavior
feature recognition, and belongs to the technical field of
medical treatment. According to the method, a behavior characteristic
data acquisition system is established, core behavior characteristics related to
muscle-
bone lesion treatment are extracted, path parameters of
shock wave treatment are dynamically adjusted and optimized, an accurate target treatment path conforming to the individual suitability of a treatment object is generated, multi-dimensional data of the treatment object in the whole treatment cycle are synchronously obtained, and the treatment accuracy of the treatment object is improved. According to the method, treatment path parameters are optimized through a multi-objective optimization model, accurate screening of core features and personalized
adaptation of the path parameters are achieved, deep matching of a treatment path, a diseased region and an individual state is guaranteed,
path deviation is corrected in time through adaptability evaluation at the initial stage of treatment, real-time dynamic adjustment in treatment and data
precipitation and reuse
after treatment, and the treatment accuracy is improved. State fluctuation of a treated object is quickly responded, it is ensured that a treatment path continuously adapts to real-time conditions of individuals, and the problem of path failure caused by state change in the treatment process is solved.