A U-Shaped Architecture Based on Hybrid CNN and Mamba for Medical Image Segmentation

Accurate medical image segmentation plays a critical role in clinical diagnosis, treatment planning, and a wide range of healthcare applications. Although U-shaped CNNs and Transformer-based architectures have shown promise, CNNs struggle to capture long-range dependencies, whereas Transformers suff...

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Bibliographic Details
Main Authors: Xiaoxuan Ma, Yingao Du, Dong Sui
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/14/7821
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