Optic Disc Segmentation Using Attention-Based U-Net and the Improved Cross-Entropy Convolutional Neural Network

Optic Disc Segmentation Using Attention-Based U-Net and the Improved Cross-Entropy Convolutional Neural Network

Medical image segmentation is an important part of medical image analysis. With the rapid development of convolutional neural networks in image processing, deep learning methods have achieved great success in the field of medical image processing. Deep learning is also used in the field of auxiliary...

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Bibliographic Details
Main Authors: Baixin Jin, Pingping Liu, Peng Wang, Lida Shi, Jing Zhao
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Entropy
Subjects:
information aggregation
attention mechanism
improved cross entropy
optic disc
segmentation network
Online Access:https://www.mdpi.com/1099-4300/22/8/844

Internet

https://www.mdpi.com/1099-4300/22/8/844

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