Cell nucleus segmentation method and device
A cell nucleus and cell technology, applied in the field of medical image processing, can solve the problems of poor applicability of multiple types of histopathological images
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[0067] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.
[0068] figure 1 A schematic structural diagram of a segmentation model provided for the embodiment of the present application, including: a backbone network, a feature network pyramid layer, a candidate region generation network, a region alignment network, and a preset full convolutional neural network, which are sequentially connected.
[0069] Among them, the backbone network is obtained by removing the global pooling layer and the fully connected layer of the ResNet101 model. S...
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