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Machine Learning and Deep Learning Algorithms for Skin Cancer Classification from Dermoscopic Images

We carry out a critical assessment of machine learning and deep learning models for the classification of skin tumors. Machine learning (ML) algorithms tested in this work include logistic regression, linear discriminant analysis, k-nearest neighbors classifier, decision tree classifier and Gaussian...

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Detalles Bibliográficos
Autores principales: Bechelli, Solene, Delhommelle, Jerome
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8945332/
https://www.ncbi.nlm.nih.gov/pubmed/35324786
http://dx.doi.org/10.3390/bioengineering9030097