| Learning hand-crafted features for k-NN based skin disease classification E Kanca, S Ayas 2022 international congress on human-computer interaction, optimization and …, 2022 | 6 | 2022 |
| An Ensemble of Fully Convolutional Neural Networks for Automatic Skin Lesion Segmentation E Kanca, S Ayas 2022 Medical Technologies Congress (TIPTEKNO), 1-4, 2022 | 2 | 2022 |
| Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images E Kanca, S Ayas, EB Kablan, M Ekinci 2023 31st Signal Processing and Communications Applications Conference (SIU …, 2023 | | 2023 |
| Performance Comparison of Vision Transformer-Based Models in Medical Image Classification E Kanca, S Ayas, EB Kablan, M Ekinci 2023 31st Signal Processing and Communications Applications Conference (SIU …, 2023 | | 2023 |
| Dengesiz Veri Kümelerinde Topluluk Yöntemlerine Dayalı Melanom Sınıflandırılması E Kanca, S Ayas Karadeniz Fen Bilimleri Dergisi 12 (2), 1122-1137, 2022 | | 2022 |
| Enhancing the Adversarial Robustness in Medical Image Classification: Exploring Adversarial Machine Learning with Vision Transformers-Based Models E Kanca, S Ayas, E Baykal Kablan, M Ekinci Available at SSRN 4605358, 0 | | |
| Evaluating and Enhancing the Robustness of Vision Transformers in Medical Imaging Against Adversarial Attacks E Kanca, S Ayas, E Baykal Kablan, M Ekinci Available at SSRN 4592813, 0 | | |
