Rib marking method, device and equipment and training method of image segmentation model
A technology of image segmentation and marking method, which is applied in the field of image processing, can solve the problems of incomplete scanning rib area, time-consuming search area, failure to solve rib marking, etc., to avoid adhesion and broken ribs being missed, fast Effects of Sorting and Tagging
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[0048] figure 1 It is a flowchart of a rib marking method provided by an embodiment of the present invention, please refer to figure 1 , The rib marking method provided in this embodiment includes the following steps:
[0049] S110: Obtain an image to be recognized; the image to be recognized includes a CT image;
[0050] S120: Input the image to be recognized into the image segmentation model to obtain the segmentation result; the image segmentation model is obtained by deep learning training based on the sample image and the corresponding rib label and rib center line label, which can simultaneously segment the rib and the rib center line, and the segmentation result includes ribs Segmentation result and rib centerline segmentation result.
[0051] Figure 2-Figure 4 Shows the segmentation results obtained by segmenting CT images of patients with misaligned fractures, please refer to Figure 2-Figure 4 , The thin, off-white solid lines shown in the figure all indica...
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