Low-differentiation gland segmentation method based on internal and external stress
A gland and stress technology, applied in the field of poorly differentiated gland segmentation based on internal and external stress, can solve problems such as the difficulty of labeling a large number of medical images, and achieve an easy-to-recognize effect
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[0039] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0040] Such as figure 1 and figure 2 As shown, the present invention is based on the gland segmentation method of internal and external stress, and the steps are as follows:
[0041] 1) if image 3 As shown, based on the ResUnet architecture, the pathological tissue staining image was stained and separated to obtain hematoxylin channel and background channel images.
[0042] In step 1), the ResUnet architecture is constructed for color separation. The net...
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