Breast density classification method and system, readable storage medium and computer equipment

Abstract

The invention relates to a breast density classification method and system, a readable storage medium and computer equipment, belonging to the technical field of medical imaging. The method comprisesthe following steps of obtaining a breast image to be detected, carrying out segmentation processing on the mammary gland image by utilizing a preset mammary gland segmentation model; obtaining a mammary gland segmentation result through a preset mammary gland density classification model, enabling mammary glands in a mammary gland image to be independent, mapping the mammary gland segmentation result to the mammary gland image, highlighting the mammary glands on the target image, and classifying the mammary gland density in the target image through the preset mammary gland density classification model to obtain a mammary gland density classification result. The breast image is processed through the two models, mammary gland segmentation is firstly carried out, the processed mammary glandimage is mapped to the mammary gland image, the mammary gland area is highlighted for classification, the model recognition can reduce the discrimination error of the mammary gland image compared withmanual recognition, and the accuracy of mammary gland density classification of the mammary gland image is greatly improved.

Description

technical field [0001] The invention relates to the technical field of medical imaging, in particular to a breast density classification method, system, readable storage medium and computer equipment. Background technique [0002] Breast density is of great significance to the research of breast diseases. One is that with the increase of breast density, the diagnostic sensitivity of breast images will continue to decrease, and the doctor's diagnostic accuracy will also decrease. Second, in general, breast Increased density is associated with increased risk of breast cancer. In addition, studies have shown that breast density is associated with breast cancer prognostic factors. In recent years, there have been a large number of studies on the relationship between breast density and breast cancer risk. Although many radiologists have questioned the methodological flaws in these studies, more and more mainstream journals have recognized the correlation between dense breasts an...

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Problems solved by technology

[0004] Based on this, it is necessary to provide a breast density classification method, system, readable storage medium and computer equipment for the low accuracy of traditional mammary gland density classification work on breast images

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