Method for acquiring breast density, device and readable storage medium

Abstract

The invention provides a method for acquiring breast density, a device and a readable storage medium. The method comprises: a breast segmentation result image and a gland segmentation result image areobtained according to an inputted to-be-detected breast image and a preset segmentation model, wherein the preset segmentation model is obtained by carrying out machine learning by using a breast training image and a gland training image; a ratio of a gland volume value to a breast volume value is calculated according to the breast segmentation result image and the gland segmentation result image; and on the basis of the ratio, the breast density of the to-be-detected breast image is determined. According to the invention, with the segmentation model obtained by performing machine learning training on the breast training image and gland training image, the accuracy of the calculated breast density is improved and thus illness risk prediction of the breast cancer becomes accurate and visual; and because the breast segmentation result image and the gland segmentation result image are automatically acquired by the computer device, the calculation efficiency is improved.

Description

technical field [0001] The invention relates to the medical field, in particular to a method, device and readable storage medium for acquiring breast density. Background technique [0002] With the development of society, the material conditions of human life are becoming more and more abundant, but people's life pressure is also increasing. Breast cancer, as a common disease in modern society, deeply troubles modern women. The incidence rate is getting higher and younger. Therefore, in order to ensure the health of women, it is necessary to regularly check the breasts to prevent the occurrence of diseases. [0003] At present, the breast density is observed in medicine to predict the risk of breast cancer in women. The traditional technology manually sets the brightness threshold of the breast image to separate the black adipose tissue from the image to obtain a white gland image, which is used to calculate the breast density. [0004] However, by manually setting the im...

AI Technical Summary

Problems solved by technology

[0005] Based on this, it is necessary to provide a method, device and readable storage medium for obtaining breast density to solve the problem of low accuracy of breast density calculated by manually setting the image brightness threshold in traditional technology.

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