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Convolutional Networks and Transformers for Mammography Classification: An Experimental Study

Convolutional Neural Networks (CNN) have received a large share of research in mammography image analysis due to their capability of extracting hierarchical features directly from raw data. Recently, Vision Transformers are emerging as viable alternative to CNNs in medical imaging, in some cases per...

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Detalles Bibliográficos
Autores principales: Cantone, Marco, Marrocco, Claudio, Tortorella, Francesco, Bria, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921468/
https://www.ncbi.nlm.nih.gov/pubmed/36772268
http://dx.doi.org/10.3390/s23031229