MUNet: a novel framework for accurate brain tumor segmentation combining UNet and mamba networks

Brain tumors are one of the major health threats to humans, and their complex pathological features and anatomical structures make accurate segmentation and detection crucial. However, existing models based on Transformers and Convolutional Neural Networks (CNNs) still have limitations in medical im...

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Bibliographic Details
Main Authors: Lijuan Yang, Qiumei Dong, Da Lin, Chunfang Tian, Xinliang Lü
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Computational Neuroscience
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Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2025.1513059/full
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