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

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 using a la...

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Detalles Bibliográficos
Autores principales: Gu, Yang, Xu, Wen, Lin, Bin, An, Xing, Tian, Jiawei, Ran, Haitao, Ren, Weidong, Chang, Cai, Yuan, Jianjun, Kang, Chunsong, Deng, Youbin, Wang, Hui, Luo, Baoming, Guo, Shenglan, Zhou, Qi, Xue, Ensheng, Zhan, Weiwei, Zhou, Qing, Li, Jie, Zhou, Ping, Chen, Man, Gu, Ying, Chen, Wu, Zhang, Yuhong, Li, Jianchu, Cong, Longfei, Zhu, Lei, Wang, Hongyan, Jiang, Yuxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9334487/
https://www.ncbi.nlm.nih.gov/pubmed/35900608
http://dx.doi.org/10.1186/s13244-022-01259-8

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