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Effect of domain knowledge encoding in CNN model architecture—a prostate cancer study using mpMRI images

BACKGROUND: Prostate cancer is one of the most common cancers worldwide. Currently, convolution neural networks (CNNs) are achieving remarkable success in various computer vision tasks, and in medical imaging research. Various CNN architectures and methodologies have been applied in the field of pro...

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Detalles Bibliográficos
Autores principales: Sobecki, Piotr, Jóźwiak, Rafał, Sklinda, Katarzyna, Przelaskowski, Artur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7953869/
https://www.ncbi.nlm.nih.gov/pubmed/33732553
http://dx.doi.org/10.7717/peerj.11006