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

A technology of breast density and classification method, applied in computer parts, calculation, character and pattern recognition, etc., can solve problems such as low accuracy

Active Publication Date: 2021-08-17
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
View PDF7 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

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

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Breast density classification method, system, readable storage medium and computer equipment
  • Breast density classification method, system, readable storage medium and computer equipment
  • Breast density classification method, system, readable storage medium and computer equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0053] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, and do not limit the protection scope of the present invention.

[0054] Terms used in the embodiments of the present invention are only for the purpose of describing specific embodiments, and are not intended to limit the present invention. As used in the embodiments of the present invention and the appended claims, the singular forms "a", "said" and "the" are also intended to include the plural forms unless the context clearly indicates otherwise.

[0055] It should be noted that the term "first\second" involved in this embodiment of the present invention only distinguishes similar objects, and does not represent a specific ordering ...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The present invention relates to a mammary gland density classification method, system, readable storage medium and equipment, which belong to the technical field of medical imaging. A mammary gland image to be detected is obtained, and a preset mammary gland segmentation model is used to segment the mammary gland image to obtain a mammary gland segmentation result. , the purpose of segmentation is to separate the mammary glands in the mammary gland image, and then map the mammary gland segmentation results to the mammary gland image, highlight the mammary glands on the target image, and use the preset breast density classification model to classify the mammary gland density in the target image, Obtain the breast density classification result. The mammary gland image is processed by two models, the mammary gland is first segmented, mapped to the mammary gland image, and the mammary gland area is highlighted for classification, and the model recognition can reduce the discrimination error of the mammary gland image compared with manual recognition, and greatly improve the mammary gland image. Accuracy of breast density classification.

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...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06K9/34
Inventor 伍吉兵郑介志
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap