An attention-based deep learning network for lung nodule malignancy discrimination

An attention-based deep learning network for lung nodule malignancy discrimination

IntroductionEffective classification of lung cancers plays a vital role in lung tumor diagnosis and subsequent treatments. However, classification of benign and malignant lung nodules remains inaccurate.MethodsThis study proposes a novel multimodal attention-based 3D convolutional neural network (CN...

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Bibliographic Details
Main Authors: Gang Liu, Fei Liu, Jun Gu, Xu Mao, XiaoTing Xie, Jingyao Sang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Neuroscience
Subjects:
lung nodules
artificial intelligence
multimodal
malignancy
attention mechanism gate module
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1106937/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2022.1106937/full

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