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

Abstract Background Studies on deep learning (DL)-based models in breast ultrasound (US) remain at the early stage due to a lack of large datasets for training and independent test sets for verification. We aimed to develop a DL model for differentiating benign from malignant breast lesions on US us...

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Bibliographic Details
Main Authors: Yang Gu, Wen Xu, Bin Lin, Xing An, Jiawei Tian, Haitao Ran, Weidong Ren, Cai Chang, Jianjun Yuan, Chunsong Kang, Youbin Deng, Hui Wang, Baoming Luo, Shenglan Guo, Qi Zhou, Ensheng Xue, Weiwei Zhan, Qing Zhou, Jie Li, Ping Zhou, Man Chen, Ying Gu, Wu Chen, Yuhong Zhang, Jianchu Li, Longfei Cong, Lei Zhu, Hongyan Wang, Yuxin Jiang
Format: Article
Language:English
Published: SpringerOpen 2022-07-01
Series:Insights into Imaging
Subjects:
Online Access:https://doi.org/10.1186/s13244-022-01259-8