The invention discloses an ultrasonic
shear wave elastography-based intrameniscus tearing quantitative evaluation method and
system, and relates to the technical field of computer-
aided diagnosis. The method is used for solving the problem of insufficient quantification of
meniscus tearing detection. The method comprises the following steps: firstly, fixing a
knee joint at a preset buckling angle, exciting
shear waves along an annular
fiber direction and a vertical direction, and collecting ultrasonic radio-frequency signals of an affected side
meniscus and an uninjured side
meniscus in different load states; then, a three-dimensional anisotropic elastic atlas is constructed based on the shear
wave propagation velocity field, and spatial elastic distribution characteristics of the tissue are obtained; thirdly, calculating an elastic continuity index, a spatial variation coefficient and an abnormal region morphological parameter, and quantitatively representing the continuity and local tearing characteristics of the tissue structure; and finally, inputting the multi-dimensional features into a multi-
branch neural network, fusing the features through a cross-
branch attention mechanism, and outputting a meniscus tearing quantitative evaluation value, thereby realizing intelligent and
objective evaluation of the tearing degree, and providing a basis for
clinical diagnosis and
postoperative rehabilitation.