Can I read Melanoma Detection Using Deep Learning on EtoBox?

Melanoma Detection Using Deep Learning by Florent Favole; Maria Trocan; Ercüment Yilmaz is a book available to read on EtoBox.

What is Melanoma Detection Using Deep Learning about?

In this paper, we describe a region of interest-based approach for the classification of dermoscopic images of skin lesions, which nowadays contributes to early identification of skin melanoma. Once the region of interest detected, it will be further processed in order to be used for training and hence classification using deep learning methods. The main goal is to compare three different convolutional neural networks (CNNs) models and determine the one which provides the best accuracy, knowing that only salient parts of the skin lesions images have been used for training.

Author

Florent Favole; Maria Trocan; Ercüment Yilmaz

Publisher

Springer International Publishing : Imprint: Springer

Published

2020

Language

EN

ISBN

9783030630065

Subjects

Engineering, Mathematics, Technology