WRANet: wavelet integrated residual attention U-Net network for medical image segmentation

Abstract Medical image segmentation is crucial for the diagnosis and analysis of disease. Deep convolutional neural network methods have achieved great success in medical image segmentation. However, they are highly susceptible to noise interference during the propagation of the network, where weak...

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Bibliographic Details
Main Authors: Yawu Zhao, Shudong Wang, Yulin Zhang, Sibo Qiao, Mufei Zhang
Format: Article
Language:English
Published: Springer 2023-06-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01119-y