Multi-scale conv-attention U-Net for medical image segmentation

Linqiang Pan; Chengxue Zhang; Jingbo Sun; Lina Guo

doi:10.1038/s41598-025-96101-8

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JOURNAL ARTICLE

Multi-scale conv-attention U-Net for medical image segmentation

Linqiang Pan Chengxue Zhang Jingbo Sun Lina Guo

Year: 2025 Journal: Scientific Reports Vol: 15 (1)Pages: 12041-12041 Publisher: Nature Portfolio

DOI: 10.1038/s41598-025-96101-8

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Keywords:

Computer science Scale (ratio) Artificial intelligence Segmentation Image (mathematics) Image segmentation Computational biology Pattern recognition (psychology) Biology Cartography Geography

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Advanced Neural Network Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Medical Image Segmentation Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Brain Tumor Detection and Classification

Life Sciences → Neuroscience → Neurology

Multi-scale conv-attention U-Net for medical image segmentation

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