Breast ultrasonography image grading method, apparatus, equipment and storage medium

Abstract

The invention relates to the technical field of image recognition, and discloses a method, device, equipment and storage medium for grading breast ultrasound examination images. The method includes: acquiring an ultrasound examination image; The first classification result; if the first classification result indicates that there is no solid mass, the ultrasound image is input into the BI‑RADS first- and second-class two-class model to obtain the second classification result; if the first classification result indicates that there is a solid mass , the ultrasound image is input into the benign and malignant classification model to obtain a third classification result; if the third classification result indicates malignant, the ultrasound image is input into the BI-RADS multi-classification model to obtain the fourth classification result. The invention solves the problem that the classification recognition of the ultrasonic inspection image is easily affected by the personal experience level of the doctor in the existing breast ultrasonic inspection operation, which leads to the problem that the accuracy of the classification recognition of the ultrasonic inspection image cannot be guaranteed.

Description

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

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

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