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ARGA-Unet: Advanced U-net segmentation model using residual grouped convolution and attention mechanism for brain tumor MRI image segmentation

Background: Magnetic resonance imaging (MRI) has played an important role in the rapid growth of medical imaging diagnostic technology, especially in the diagnosis and treatment of brain tumors owing to its non-invasive characteristics and superior soft tissue contrast. However, brain tumors are cha...

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Hlavní autoři: Siyi XUN, Yan ZHANG, Sixu DUAN, Mingwei WANG, Jiangang CHEN, Tong TONG, Qinquan GAO, Chantong LAM, Menghan HU, Tao TAN
Médium: Artigo
Jazyk:Inglês
Vydáno: KeAi Communications Co., Ltd. 2024-06-01
Edice:Virtual Reality & Intelligent Hardware
Témata:
Brain tumor
MRI
U-net
Segmentation
Attention mechanism
Deep learning
On-line přístup:http://www.sciencedirect.com/science/article/pii/S2096579623000232
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