Application progress of artificial intelligence in the ultrasound diagnosis and treatment of breast cancer
ZHANG Xiaoting
JIANG Liu
Abstract：Ultrasound is the most commonly used imaging method in the clinical diagnosis and treatment of breast cancer.As artificial intelligence(AI)has developed,various AI techniques,including machine learning,deep learning,and convolutional neural networks,have been used to create auxiliary diagnosis and prediction tools based on ultrasound imaging features.This article reviews the application advances of AI in ultrasound evaluation of breast cancer,including screening,diagnosis,axillary lymph node metastasis,molecular subtyping,and prediction of efficacy of neoadjuvant chemotherapy.
Keywords：UltrasoundBreast cancerArtificial intelligenceMachine learningDeep learning
Publication Date：2024-05-15
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：4( 310-313 )