Deep Convolutional Neural Support Vector Machines for the Classification of Basal Cell Carcinoma Hyperspectral Signatures

Deep Convolutional Neural Support Vector Machines for the Classification of Basal Cell Carcinoma Hyperspectral Signatures

Non-melanoma skin cancer, and basal cell carcinoma in particular, is one of the most common types of cancer. Although this type of malignancy has lower metastatic rates than other types of skin cancer, its locally destructive nature and the advantages of its timely treatment make early detection vit...

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Bibliographic Details
Main Authors: Lloyd A. Courtenay, Diego González-Aguilera, Susana Lagüela, Susana Del Pozo, Camilo Ruiz, Inés Barbero-García, Concepción Román-Curto, Javier Cañueto, Carlos Santos-Durán, María Esther Cardeñoso-Álvarez, Mónica Roncero-Riesco, David Hernández-López, Diego Guerrero-Sevilla, Pablo Rodríguez-Gonzalvez
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Journal of Clinical Medicine
Subjects:
basal cell carcinoma
hyperspectral sensor
computational learning
convolutional neural networks
support vector machines
Online Access:https://www.mdpi.com/2077-0383/11/9/2315

Internet

https://www.mdpi.com/2077-0383/11/9/2315

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