Method and device for detecting breast X-ray image masses

A breast and imaging technology, applied in mammography, foreign body detection, medical science, etc., can solve the problem of low accuracy of mammography image detection, and achieve low false positive rate and high sensitivity

Pending Publication Date: 2020-04-10
北京华健蓝海医疗科技有限责任公司
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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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  • Method and device for detecting breast X-ray image masses
  • Method and device for detecting breast X-ray image masses
  • Method and device for detecting breast X-ray image masses

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Embodiment Construction

[0036] The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present 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 creative work, all belong to the scope of protection of this application.

[0037] figure 1 Shown is a schematic flowchart of a mammography mass detection method provided by an embodiment of the present application. Such as figure 1 As shown, the mammography mass detection method includes the following steps:

[0038] Step 101: Input the axial mammogram and the lateral oblique mammogram into the mass detection model respectively to obtain the axial positions marked by the mass detection model in the axial mammogram and the lat...

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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...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B6/12A61B6/00
CPCA61B6/12A61B6/502A61B6/5205
Inventor 俞旸陈琦程张超仁
Owner 北京华健蓝海医疗科技有限责任公司
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