Ultrasound-based prediction of preoperative core biopsy categories in solid breast tumor using machine learning.

Ting Liang,Junhui Shen,Jiexin Wang, Weilin Liao, Zhi Zhang,Juanjuan Liu,Zhanwu Feng,Shufang Pei,Kebing Liu

Quantitative imaging in medicine and surgery（2023）

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摘要

Machine learning could strongly predict CBC, particularly in B2 and B5 categories of solid breast tumors, with RF being the optimal machine learning model.

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关键词

Ultrasound (US),core biopsy categories (CBCs),machine learning,prediction,solid breast tumor

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