BgNet: Classification of benign and malignant tumors with MRI multi-plane attention learning.

Hong Liu,Meng-Lei Jiao,Xiao-Ying Xing,Han-Qiang Ou-Yang,Yuan Yuan,Jian-Fang Liu,Yuan Li,Chun-Jie Wang,Ning Lang,Yue-Liang Qian,Liang Jiang,Hui-Shu Yuan,Xiang-Dong Wang

Frontiers in oncology（2022）

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摘要

The proposed deep learning framework BgNet can classify benign and malignant tumors effectively, and can help doctors improve their diagnostic efficiency and accuracy. The code is available at https://github.com/research-med/BgNet.

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关键词

benign,deep learning,malignant,multi-plane fusion,tumor classification

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