MCI Net: Mamba- Convolutional lightweight self-attention medical image segmentation network

With the development of deep learning in the field of medical image segmentation, various network segmentation models have been developed. Currently, the most common network models in medical image segmentation can be roughly categorized into pure convolutional networks, Transformer-based networks,...

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Veröffentlicht in:	Biomedical physics & engineering express 2024-11, Vol.11 (1), p.15003
Hauptverfasser:	Zhang, Yelin, Wang, Guanglei, Ma, Pengchong, Li, Yan
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms attention computation Databases, Factual Deep Learning Diagnostic Imaging - methods Humans Image Processing, Computer-Assisted - methods mamba medical image segmentation Neural Networks, Computer Tomography, X-Ray Computed - methods transformer unet
Online-Zugang:	Volltext
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