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Progressive attention integration-based multi-scale efficient network for medical imaging analysis with application to COVID-19 diagnosis()

In this paper, a novel deep learning-based medical imaging analysis framework is developed, which aims to deal with the insufficient feature learning caused by the imperfect property of imaging data. Named as multi-scale efficient network (MEN), the proposed method integrates different attention mec...

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Detalles Bibliográficos
Autores principales: Xie, Tingyi, Wang, Zidong, Li, Han, Wu, Peishu, Huang, Huixiang, Zhang, Hongyi, Alsaadi, Fuad E., Zeng, Nianyin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10116157/
https://www.ncbi.nlm.nih.gov/pubmed/37099976
http://dx.doi.org/10.1016/j.compbiomed.2023.106947