Data Augmentation with GAN increases the Performance of Arrhythmia Classification for an Unbalanced Dataset. - Okan Düzyel; Mehmet Kuntalp (CoRR, 2023)

A Comparative Study of GAN-Generated Handwriting Images and MNIST Images using t-SNE Visualization. - Okan Düzyel (CoRR, 2023)

Adaptive resizer-based transfer learning framework for the diagnosis of breast cancer using histopathology images. - Okan Düzyel; Mehmet Sergen Catal; Ceyhun Efe Kayan; Arda Sevinc; Abdurrahman Gumus (Signal Image Video Process., 2023)

A new method for GAN-based data augmentation for classes with distinct clusters. - Mehmet Kuntalp; Okan Düzyel (Expert Syst. Appl., 2024)

Diffusion-based data augmentation methodology for improved performance in ocular disease diagnosis using retinography images. - Burak Aktas; Doga Deniz Ates; Okan Düzyel; Abdurrahman Gumus (Int. J. Mach. Learn. Cybern., 2025)