Dual Cross-Attention for medical image segmentation

We propose Dual Cross-Attention (DCA), a simple yet effective attention module that enhances skip-connections in U-Net-based architectures for medical image segmentation. The plain and simple skip-connection scheme in U-Net-based architectures struggles with capturing the multi-scale context, result...

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Bibliographic Details

Published in:	Engineering applications of artificial intelligence Vol. 126; p. 107139
Main Authors:	Ates, Gorkem Can, Mohan, Prasoon, Celik, Emrah
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.11.2023
Subjects:	Convolutional neural networks Cross-attention Medical image segmentation Self-attention Skip-connections U-net Cross-attention Convolutional neural networks U-net Medical image segmentation Self-attention Skip-connections
ISSN:	0952-1976, 1873-6769
Online Access:	Get full text
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