DAFNet: A dual attention-guided fuzzy network for cardiac MRI segmentation

DAFNet: A dual attention-guided fuzzy network for cardiac MRI segmentation

Background: In clinical diagnostics, magnetic resonance imaging (MRI) technology plays a crucial role in the recognition of cardiac regions, serving as a pivotal tool to assist physicians in diagnosing cardiac diseases. Despite the notable success of convolutional neural networks (CNNs) in cardiac...

Full description

Bibliographic Details
Main Authors: Yuxin Luo, Yu Fang, Guofei Zeng, Yibin Lu, Li Du, Lisha Nie, Pu-Yeh Wu, Dechuan Zhang, Longling Fan
Format: Article
Language:English
Published: AIMS Press 2024-03-01
Series:AIMS Mathematics
Subjects:
magnetic resonance imaging
cardiac segmentation
fuzzy information
deep learning
attention mechanism
dynamic convolution
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2024429?viewType=HTML

Internet

https://www.aimspress.com/article/doi/10.3934/math.2024429?viewType=HTML

Similar Items