Open Access

ARTICLE

Optimized Convolutional Neural Network Models for Skin Lesion Classification

Juan Pablo Villa-Pulgarin¹, Anderson Alberto Ruales-Torres^1,2, Daniel Arias-Garzón¹, Mario Alejandro Bravo-Ortiz¹, Harold Brayan Arteaga-Arteaga¹, Alejandro Mora-Rubio¹, Jesus Alejandro Alzate-Grisales¹, Esteban Mercado-Ruiz¹, M. Hassaballah³, Simon Orozco-Arias^4,5, Oscar Cardona-Morales¹, Reinel Tabares-Soto^1,*

1 Department of Electronics and Automation, Universidad Autónoma de Manizales, Manizales, 170001, Colombia
2 SEDMATEC, Corporación Universitaria Autónoma de Nariño, Pasto, 520002, Colombia
3 Department of Computer Science, Faculty of Computers and Information, South Valley University, Qena, 83523, Egypt
4 Department of Computer Science, Universidad Autónoma de Manizales, Manizales, 170001, Colombia
5 Department of Systems and Informatics, Universidad de Caldas, Manizales, 170001, Colombia

* Corresponding Author: Reinel Tabares-Soto. Email: