Melanoma diagnosis using deep learning techniques on dermatoscopic images

Melanoma diagnosis using deep learning techniques on dermatoscopic images

Abstract Background Melanoma has become more widespread over the past 30 years and early detection is a major factor in reducing mortality rates associated with this type of skin cancer. Therefore, having access to an automatic, reliable system that is able to detect the presence of melanoma via a d...

Full description

Bibliographic Details
Main Authors: Mario Fernando Jojoa Acosta, Liesle Yail Caballero Tovar, Maria Begonya Garcia-Zapirain, Winston Spencer Percybrooks
Format: Article
Language:English
Published: BMC 2021-01-01
Series:BMC Medical Imaging
Subjects:
Mask R_CNN
Deep learning
Transfer learning
Convolutional neural network
Object detection
Object classification
Online Access:https://doi.org/10.1186/s12880-020-00534-8

Internet

https://doi.org/10.1186/s12880-020-00534-8

Similar Items