Differentiation of malignant from benign pleural effusions based on artificial intelligence.

Sufei WangXueyun TanPiqiang LiQianqian FanHui XiaShan TianFeng PanNa ZhanRong YuLiang ZhangYanran DuanJuanjuan XuYanling MaWenjuan ChenYan LiZilin ZhaoChaoyang LiuQingjia BaoLian YangYang Jin

Published in: Thorax (2022)

We applied a deep learning model to the segmentation of pleural effusions, and the model showed encouraging performance in the differential diagnosis of BPE and MPE.

Keyphrases

deep learning
artificial intelligence
machine learning
convolutional neural network
big data