Deep learning based on ultrasound images assists breast lesion diagnosis in China: a multicenter diagnostic study.

Yang GuWen XuBin LinXing AnJiawei TianHaitao RanWeidong RenCai ChangJianjun YuanChunsong KangYoubin DengHui WangBaoming LuoShenglan GuoQi ZhouEnsheng XueWeiwei ZhanQing ZhouJie LiPing ZhouMan ChenYing GuWu ChenYuhong ZhangJianchu LiLongfei CongLei ZhuHongyan WangYuxin Jiang

Published in: Insights into imaging (2022)

The DL model yielded satisfactory predictions in distinguishing benign from malignant breast lesions. The model showed the potential value in improving the diagnosis of breast lesions by radiologists.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
magnetic resonance imaging
machine learning
optical coherence tomography
clinical trial
computed tomography
human health