Eureka AIR delivers breakthrough ideas for toughest innovation challenges, trusted by R&D personnel around the world.

Breast ultrasonic examination image grading method and device, equipment and storage medium

An ultrasound examination and grading method technology, applied in the field of image recognition, can solve the problems that the grading and recognition of ultrasonic examination images are easily affected by the personal experience level of doctors, and the accuracy of grading and recognition of ultrasonic examination images cannot be guaranteed. The effect of improving the recognition sensitivity and improving the detection rate

Active Publication Date: 2022-03-22
成都爱迦飞诗特科技有限公司
View PDF21 Cites 3 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] Based on the above technical problems, the present invention provides a breast ultrasound image grading method, device, equipment and storage medium, which solves the problem that in the existing breast ultrasound operation, the grading and recognition of the ultrasound image is easily affected by the doctor's personal experience level, The problem that the accuracy of grading recognition of ultrasonographic images cannot be guaranteed

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 ultrasonic examination image grading method and device, equipment and storage medium
  • Breast ultrasonic examination image grading method and device, equipment and storage medium
  • Breast ultrasonic examination image grading method and device, equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0031] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions of the embodiments of the present application will be clearly and completely described below in conjunction with the drawings of the embodiments of the present application. Apparently, the described embodiments are some of the embodiments of the present application, but not all of them. Based on the described embodiments of the present application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.

[0032] Unless otherwise defined, the technical terms or scientific terms used in the application shall have the ordinary meanings understood by those skilled in the art to which the application belongs. "First", "second" and similar words used in this application do not indicate any order, quantity or importance, but are o...

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 invention relates to the technical field of image recognition, and discloses a breast ultrasonic examination image grading method and device, equipment and a storage medium, and the method comprises the steps: obtaining an ultrasonic examination image; inputting the ultrasonic inspection image into a real placeholder classification model to obtain a first classification result; if the first classification result shows that no solid placeholder exists, inputting the ultrasonic inspection image into a BI-RADS first-and-second-level two-classification model to obtain a second classification result; if the first classification result shows that solid occupation exists, inputting the ultrasonic inspection image into a benign and malignant classification model to obtain a third classification result; and if the third classification result shows that the ultrasonic examination image is malignant, inputting the ultrasonic examination image into a BI-RADS multi-classification model to obtain a fourth classification result. According to the method, the problem that the classification identification of the ultrasonic examination image cannot be ensured due to the fact that the classification identification of the ultrasonic examination image is easily influenced by the personal experience level of a doctor in the existing breast ultrasonic examination operation is solved.

Description

technical field [0001] The present invention relates to the technical field of image recognition, in particular to a method, device, equipment and storage medium for grading breast ultrasound images. Background technique [0002] Breast cancer is a malignant tumor that mostly occurs in the breast of women. With the change of environment and people's living habits, the incidence of breast cancer has shown a global upward trend since 1990. At least one in ten women in the United States and other western developed countries suffers from breast cancer. In recent years, the growth rate of the incidence of breast cancer in my country has been higher than that of countries with high incidence of breast cancer by one to two percentage points. The incidence of breast cancer is the highest among female malignant tumors. The first one. Although the mammary gland is not an important organ to maintain human life activities, breast cancer in situ is not fatal, but breast cancer cells have...

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
IPC IPC(8): G06T7/00G06K9/62G06V10/764
CPCG06T7/0012G06T2207/10132G06T2207/30068G06F18/241
Inventor 章毅王晗何涛王建勇周尧皮勇张蕾郭际香
Owner 成都爱迦飞诗特科技有限公司
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
Eureka Blog
Learn More
PatSnap group products