Convolutional Neural Network for Skin Lesion Classification: Understanding the Fundamentals Through Hands-On Learning

Convolutional Neural Network for Skin Lesion Classification: Understanding the Fundamentals Through Hands-On Learning

Deep learning architectures for the classification of images have shown outstanding results in a variety of disciplines, including dermatology. The expectations generated by deep learning for, e.g., image-based diagnosis have created the need for non-experts to become familiar with the working princ...

Full description

Bibliographic Details
Main Authors: Marta Cullell-Dalmau, Sergio Noé, Marta Otero-Viñas, Ivan Meić, Carlo Manzo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Medicine
Subjects:
convolutional neural networks
skin lesion analysis
classification
melanoma
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.644327/full

Similar Items

Similar Items