Intelligent breast focus analysis method and system based on breast ultrasonic image

Abstract

The invention discloses an intelligent breast focus analysis method and system based on a breast ultrasonic image. The method mainly comprises three parts of dynamic identification, auxiliary analysisand report/case generation. The three parts can be used independently to output corresponding results in stages; and the parts can also be combined for use in the whole process of breast ultrasonic examination. According to the method, identification and analysis is completed by using a tailored and optimized deep learning algorithm; an analysis result is high in reliability and high in timeliness, the analysis result obtained through the method is mainly used for assisting doctors in efficiently processing daily breast ultrasonic examination work, auxiliary analysis and report/case generation are completed according to user requests, and compared with a traditional breast focus analysis method, the method is more user-friendly, and the misdiagnosis rate and the missed diagnosis rate aregreatly reduced.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence and ultrasonic medical image processing, and more specifically relates to an intelligent analysis method and system for breast lesions based on breast ultrasonic images. Background technique [0002] At present, with the continuous popularization of knowledge about female breast diseases, regular breast examinations have become the primary task for the diagnosis and prevention of breast diseases. Breast ultrasound technology has the advantages of non-invasive, fast, reproducible, and no radiation. It can clearly display the shape, internal structure and changes of adjacent tissues of soft tissues in each layer of the breast and the mass in it, which brings great benefits to the investigation of breast diseases. However, there are still the following problems in the clinical reference process of breast ultrasonography in hospitals: [0003] 1. Breast ultrasound has high req...

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Problems solved by technology

[0011] In view of this, the present invention provides a method and system for intelligent analysis of breast lesions based on breast ultrasound images. The method assists doctors in analyzing breast lesions from three aspects: dynamic identification, auxiliary analysis, and report / case generation, and solves the existing problems. The intelligent analysis method of breast lesions has poor real-time performance, low degree of completion and high rate of misdiagnosis and missed diagnosis.

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