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A COVID-19 medical image classification algorithm based on Transformer

Coronavirus 2019 (COVID-19) is a new acute respiratory disease that has spread rapidly throughout the world. This paper proposes a novel deep learning network based on ResNet-50 merged transformer named RMT-Net. On the backbone of ResNet-50, it uses Transformer to capture long-distance feature infor...

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Detalles Bibliográficos
Autores principales: Ren, Keying, Hong, Geng, Chen, Xiaoyan, Wang, Zichen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067012/
https://www.ncbi.nlm.nih.gov/pubmed/37005476
http://dx.doi.org/10.1038/s41598-023-32462-2