Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Method and device for identifying breast image signs

A breast and imaging technology, used in mammography, instruments for radiological diagnosis, medical science, etc., can solve the problems of difficulty in obtaining accurate results, low judgment efficiency, and high identification subjectivity, and achieves improved effectiveness and efficiency. , the effect of reducing the amount of parameters

Active Publication Date: 2019-02-22
HANGZHOU YITU MEDIAL TECH CO LTD
View PDF7 Cites 10 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide a method and device for identifying signs of mammary gland images, which are used to solve the problems in the prior art that the efficiency of judging signs in mammary gland images based on doctor's experience is low, the identification is relatively subjective, and it is difficult to obtain accurate results.

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
  • Method and device for identifying breast image signs
  • Method and device for identifying breast image signs
  • Method and device for identifying breast image signs

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] 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. Breast imaging can use low-dose (about 0.7 mSv) X-rays to examine human (mainly female) breasts. It can detect various breast tumors, cysts and other lesions, which is helpful for early detection of breast cancer and reduces the risk of breast cancer. its death rate. Some countries encourage older women (generally over 45 years of age) to undergo regular mammography (at intervals ranging from one to five years) to detect early breast ...

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 method and device for identifying breast image signs, and relates to the technical field of machine learning. The method comprises the steps that a breast image and the coordinates of lesions in the breast image are acquired; a region of interest (ROI) containing the lesions is determined from the breast image according to the coordinates of the lesions;the ROI is input into a first feature extraction module, and a feature image of a lesion image is determined; the feature image output by the feature extraction module is input into a classification module, and the signs of the breast lesions are determined.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of machine learning, and in particular, to a method and device for identifying signs of mammary gland images. Background technique [0002] At present, breast imaging can use low-dose X-rays to examine human breasts. It can detect various breast tumors, cysts and other lesions, which is helpful for early detection of breast cancer and reduces its mortality. Breast imaging is an effective detection method that can be used to diagnose a variety of female breast-related diseases. Of course, the most important use is still in the screening of breast cancer, especially early breast cancer. Therefore, if we can effectively detect various early manifestations of breast cancer on mammography, it will be of great help to doctors. Generally speaking, the diagnosis of lesions on breast imaging is often based on the detection of lesions. Lesion signs are generally categorized as calcification, m...

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): A61B6/00
CPCA61B6/502A61B6/5217
Inventor 魏子昆杨忠程华铱炜
Owner HANGZHOU YITU MEDIAL TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

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

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com