Enhancing Small Medical Dataset Classification Performance Using GAN

Developing an effective classification model in the medical field is challenging due to limited datasets. To address this issue, this study proposes using a generative adversarial network (GAN) as a data-augmentation technique. The research aims to enhance the classifier’s generalization performance...

Full description

Bibliographic Details
Main Authors: Mohammad Alauthman, Ahmad Al-qerem, Bilal Sowan, Ayoub Alsarhan, Mohammed Eshtay, Amjad Aldweesh, Nauman Aslam
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Informatics
Subjects:
Online Access:https://www.mdpi.com/2227-9709/10/1/28