Feature Representation Using Deep Autoencoder for Lung Nodule Image Classification

This paper focuses on the problem of lung nodule image classification, which plays a key role in lung cancer early diagnosis. In this work, we propose a novel model for lung nodule image feature representation that incorporates both local and global characters. First, lung nodule images are divided...

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Bibliographic Details
Main Authors: Keming Mao, Renjie Tang, Xinqi Wang, Weiyi Zhang, Haoxiang Wu
Format: Article
Language:English
Published: Hindawi-Wiley 2018-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2018/3078374