Cascade U-ResNets for Simultaneous Liver and Lesion Segmentation

Cascade U-ResNets for Simultaneous Liver and Lesion Segmentation

In recent years, several deep learning networks are proposed to segment 2D or 3D bio-medical images. However, in liver and lesion segmentation, the proportion of interested tissues and lesions are tiny when contrasting to the image background. That is, the objects to be segmented are highly imbalanc...

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Bibliographic Details
Main Authors: Xue-Feng Xi, Lei Wang, Victor S. Sheng, Zhiming Cui, Baochuan Fu, Fuyuan Hu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Data imbalance
deep learning
ensemble learning
lesion segmentation
liver segmentation
medical image segmentation
Online Access:https://ieeexplore.ieee.org/document/9057545/

Internet

https://ieeexplore.ieee.org/document/9057545/

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