Supercharge Your Innovation With Domain-Expert AI Agents!

Mammary gland image recognition method and device

A technology for image recognition and mammary glands, which is applied in character and pattern recognition, instruments, biological neural network models, etc., can solve the problems of low efficiency of mammary glands, and achieve the effect of improving the perception field, accuracy, and efficiency

Active Publication Date: 2019-07-23
HANGZHOU YITU MEDIAL TECH CO LTD
View PDF4 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a method and device for mammary gland image recognition, which are used to solve the problem of low efficiency in the prior art of judging the classification of mammary glands in medical images based on doctor's experience

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
  • Mammary gland image recognition method and device
  • Mammary gland image recognition method and device
  • Mammary gland image recognition method and device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0045] In order to make the object, technical solution and beneficial effects of the present invention more clear, 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, not to limit the present invention.

[0046] Gland classification is a concise description of the composition of the entire breast, which helps to judge the reliability of breast imaging diagnosis, that is, the possibility of lesions hidden in normal breast tissue. In the embodiment of the present invention, a mammogram is taken as an example for an exemplary description, and other images are not repeated here. The old standard divides breast types into grades 1 to 4 according to density, in order: fatty type; a small amount of glandular type; a large amount of glandular type; dense type. Fatty type means that the glands ac...

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 embodiment of the invention provides a mammary gland image recognition method and device, and relates to the technical field of machine learning, and the method comprises the steps: obtaining a mammary gland image, inputting the mammary gland image into a feature extraction module, and obtaining a feature image of the mammary gland image, wherein the feature extraction module comprises N convolution modules, and each convolution module sequentially comprises a first convolution layer and a second convolution layer, the number of the feature images output by the first convolutional layer issmaller than the number of the feature images input by the first convolutional layer, the number of the feature images output by the second convolutional layer is greater than the number of the feature images output by the first convolutional layer; and inputting the feature image output by the feature extraction module into a classification module, and determining the typing of the mammary glandin the mammary gland image.

Description

[0001] This application claims the priority of the Chinese patent application submitted to the Intellectual Property Office of the People's Republic of China on October 16, 2018, with the application number 201811201698.8, and the application name "A Method and Device for Breast Image Recognition", the entire content of which is incorporated by reference incorporated in this application. technical field [0002] Embodiments of the present invention relate to the technical field of machine learning, and in particular to a method and device for breast image recognition. Background technique [0003] At present, breast imaging can be used to examine human breasts with low-dose X-rays. It can detect various breast tumors, cysts and other lesions, which is helpful for early detection of breast cancer and reduces its mortality. A mammary gland image generally includes four X-ray images, which are four images in two projection positions on the left and right breasts respectively. ...

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 Applications(China)
IPC IPC(8): G06K9/46G06K9/62G06N3/04
CPCG06V10/462G06N3/045G06F18/214G06F18/241
Inventor 魏子昆华铱炜丁泽震
Owner HANGZHOU YITU MEDIAL TECH CO LTD
Features
  • R&D
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More

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

© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com