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Melanoma Detection Using XGB Classifier Combined with Feature Extraction and K-Means SMOTE Techniques

Melanoma, a very severe form of skin cancer, spreads quickly and has a high mortality rate if not treated early. Recently, machine learning, deep learning, and other related technologies have been successfully applied to computer-aided diagnostic tasks of skin lesions. However, some issues in terms...

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Detalles Bibliográficos
Autores principales: Chang, Chih-Chi, Li, Yu-Zhen, Wu, Hui-Ching, Tseng, Ming-Hseng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9320570/
https://www.ncbi.nlm.nih.gov/pubmed/35885650
http://dx.doi.org/10.3390/diagnostics12071747