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Hybrid morphological-convolutional neural networks for computer-aided diagnosis

Training deep Convolutional Neural Networks (CNNs) presents challenges in terms of memory requirements and computational resources, often resulting in issues such as model overfitting and lack of generalization. These challenges can only be mitigated by using an excessive number of training images....

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Detalles Bibliográficos
Autores principales: Canales-Fiscal, Martha Rebeca, Tamez-Peña, José Gerardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10546173/
https://www.ncbi.nlm.nih.gov/pubmed/37795497
http://dx.doi.org/10.3389/frai.2023.1253183