Two-Stage Deep Neural Network via Ensemble Learning for Melanoma Classification

Two-Stage Deep Neural Network via Ensemble Learning for Melanoma Classification

Melanoma is a skin disease with a high fatality rate. Early diagnosis of melanoma can effectively increase the survival rate of patients. There are three types of dermoscopy images, malignant melanoma, benign nevis, and seborrheic keratosis, so using dermoscopy images to classify melanoma is an indi...

Full description

Bibliographic Details
Main Authors: Jiaqi Ding, Jie Song , Jiawei Li, Jijun Tang, Fei Guo
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-01-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
melanoma classification
ensemble learning
deep convolutional neural network
image segmentation
dermoscopy images
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2021.758495/full

Internet

https://www.frontiersin.org/articles/10.3389/fbioe.2021.758495/full

Similar Items