Refactoring and performance analysis of the main CNN architectures: using false negative rate minimization to solve the clinical images melanoma detection problem

BACKGROUND: Melanoma is one of the deadliest tumors in the world. Early detection is critical for first-line therapy in this tumor pathology and it remains challenging due to the need for histological analysis to ensure correctness in diagnosis. Therefore, multiple computer-aided diagnosis (CAD) sys...

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Detalles Bibliográficos
Autores principales: Di Biasi, Luigi, De Marco, Fabiola, Auriemma Citarella, Alessia, Castrillón-Santana, Modesto, Barra, Paola, Tortora, Genoveffa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10568761/
https://www.ncbi.nlm.nih.gov/pubmed/37821815
http://dx.doi.org/10.1186/s12859-023-05516-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10568761/
https://www.ncbi.nlm.nih.gov/pubmed/37821815
http://dx.doi.org/10.1186/s12859-023-05516-5

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