A Stacked Multi-Connection Simple Reducing Net for Brain Tumor Segmentation

A Stacked Multi-Connection Simple Reducing Net for Brain Tumor Segmentation

It is well known that the Unet has been widely used in the area of medical image segmentation because of the cascade connection in the up-sampling process. However, it does not perform well in dealing with complex medical images, such as brain MRI. In order to achieve better segmentation performance...

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Bibliographic Details
Main Authors: Yi Ding, Fujuan Chen, Yang Zhao, Zhixing Wu, Chao Zhang, Dongyuan Wu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Semantic segmentation
Unet; stacked Unet
feature fusion
medical image segmentation
brain tumor segmentation
deep convolutional neural networks
Online Access:https://ieeexplore.ieee.org/document/8753510/

Internet

https://ieeexplore.ieee.org/document/8753510/

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