CascadeMedSeg: integrating pyramid vision transformer with multi-scale fusion for precise medical image segmentation

Junwei Li; Shengfeng Sun; Shijie Li; Ruixue Xia

doi:10.1007/s11760-024-03530-5

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CascadeMedSeg: integrating pyramid vision transformer with multi-scale fusion for precise medical image segmentation

Junwei Li Shengfeng Sun Shijie Li Ruixue Xia

Year: 2024 Journal: Signal Image and Video Processing Vol: 18 (12)Pages: 9067-9079 Publisher: Springer Science+Business Media

DOI: 10.1007/s11760-024-03530-5

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Keywords:

Artificial intelligence Computer vision Pyramid (geometry) Segmentation Computer science Transformer Fusion Image segmentation Scale-space segmentation Pattern recognition (psychology) Mathematics Engineering

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Brain Tumor Detection and Classification

Life Sciences → Neuroscience → Neurology

Advanced Image Fusion Techniques

Physical Sciences → Engineering → Media Technology

Advanced Neural Network Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

CascadeMedSeg: integrating pyramid vision transformer with multi-scale fusion for precise medical image segmentation

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