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MMViT-Seg: A lightweight transformer and CNN fusion network for COVID-19 segmentation

Background and objective: COVID-19 is a serious threat to human health. Traditional convolutional neural networks (CNNs) can realize medical image segmentation, whilst transformers can be used to perform machine vision tasks, because they have a better ability to capture long-range relationships tha...

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Detalles Bibliográficos
Autores principales: Yang, Yuan, Zhang, Lin, Ren, Lei, Wang, Xiaohan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9833855/
https://www.ncbi.nlm.nih.gov/pubmed/36706618
http://dx.doi.org/10.1016/j.cmpb.2023.107348