CTMLP: Can MLPs replace CNNs or transformers for COVID-19 diagnosis?

BACKGROUND: Convolutional Neural Networks (CNNs) and the hybrid models of CNNs and Vision Transformers (VITs) are the recent mainstream methods for COVID-19 medical image diagnosis. However, pure CNNs lack global modeling ability, and the hybrid models of CNNs and VITs have problems such as large pa...

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Detalles Bibliográficos
Autores principales: Sun, Junding, Pi, Pengpeng, Tang, Chaosheng, Wang, Shui-Hua, Zhang, Yu-Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Author(s). Published by Elsevier Ltd. 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098038/
https://www.ncbi.nlm.nih.gov/pubmed/37068316
http://dx.doi.org/10.1016/j.compbiomed.2023.106847

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098038/
https://www.ncbi.nlm.nih.gov/pubmed/37068316
http://dx.doi.org/10.1016/j.compbiomed.2023.106847

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