Medical Image Classification Using a Light-Weighted Hybrid Neural Network Based on PCANet and DenseNet

Medical image classification plays an important role in disease diagnosis since it can provide important reference information for doctors. The supervised convolutional neural networks (CNNs) such as DenseNet provide the versatile and effective method for medical image classification tasks, but they...

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Bibliographic Details
Main Authors: Zhiwen Huang, Xingxing Zhu, Mingyue Ding, Xuming Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8979430/