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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Detalhes bibliográficos

Principais autores:	Siyi XUN, Yan ZHANG, Sixu DUAN, Mingwei WANG, Jiangang CHEN, Tong TONG, Qinquan GAO, Chantong LAM, Menghan HU, Tao TAN
Formato:	Artigo
Idioma:	Inglês
Publicado em:	KeAi Communications Co., Ltd. 2024-06-01
coleção:	Virtual Reality & Intelligent Hardware
Assuntos:	Brain tumor MRI U-net Segmentation Attention mechanism Deep learning
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2096579623000232
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