The invention provides a shank bone automatic three-
dimensional modeling and entity
separation method based on a
DICOM image, and compared with the prior art, the shank bone automatic three-
dimensional modeling and entity
separation method based on the
DICOM image further comprises the steps that S1, an aT-
Mask is improved to automatically remove a scanning
bed body; s2, based on hierarchical DOI and spatial prior step-by-step search, completing
hip bone-thighbone separation, tibiofibula-foot bone separation, thighbone-tibiofibula separation and
tibia-fibula separation, removing
pelvis and
foot bones, and outputting a target bone binary
voxel sequence Mtarget; and S3, reconstructing a three-dimensional grid by adopting MarchingCubes, realizing topological closing through Laplace
smoothing, regularization, M-I hole detection and local replacement, and exporting an OBJ model. The method is high in adaptability, high in segmentation precision and excellent in efficiency.