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

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...

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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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