Method and device for detecting breast X-ray image masses

Abstract

Embodiments of the present application provide a method and device for detecting breast X-ray image masses, electronic equipment and a computer-readable storage medium, and solve the problem of low accuracy of a current method for detecting breast X-ray image masses. The method for detecting the breast X-ray image masses includes the following steps: inputting an axial breast X-ray image and a lateral oblique breast X-ray image into a mass detection model; determining coordinate data of a mass contour of the axial breast X-ray image and coordinate data of a mass contour of the lateral obliquebreast X-ray image; determining the coordinate of a center point of the axial breast mass and the coordinate of a center point of the lateral oblique breast mass; obtaining the coordinate of an axialnipple and the coordinate of a lateral oblique nipple; calculating the axial nipple and breast distance according to the coordinate of the center point of the axial breast mass and the coordinate of the axial nipple, and calculating the lateral oblique nipple and breast distance according to the coordinate of the center point of the lateral oblique breast mass and the coordinate of the lateral oblique nipple; and confirming that the axial breast X-ray image mass and the lateral oblique breast X-ray image mass are the same breast mass.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, in particular to a method, device, electronic equipment and computer-readable storage medium for mammography mass detection. Background technique [0002] Breast cancer is the most common malignant tumor in women, and it is also the malignant tumor with the largest number of patients. In recent years, the number of patients has continued to increase, which seriously threatens women's health and quality of life. Early detection and early diagnosis of breast cancer are the key to improving the curative effect. Mammography is considered to be an effective means of early screening of breast cancer, which can effectively reduce the mortality rate of breast cancer. With the rapid development of artificial intelligence technology, computer-aided technology has gradually been introduced into the field of medical imaging to assist manual film reading to improve the accuracy of d...

AI Technical Summary

Problems solved by technology

[0003] In view of this, the embodiment of the present application provides a mammography image mass detection method, device, electronic equipment and computer-readable storage medium, which solves the problem of low accuracy of the existing mammography image detection methods

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