Reduction of overfitting on the highly imbalanced ISIC-2019 skin dataset using deep learning frameworks.
Journal:
Journal of X-ray science and technology
Published Date:
Jan 1, 2024
Abstract
BACKGROUND: With the rapid growth of Deep Neural Networks (DNN) and Computer-Aided Diagnosis (CAD), more significant works have been analysed for cancer related diseases. Skin cancer is the most hazardous type of cancer that cannot be diagnosed in the early stages.