| Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge S Ali, N Ghatwary, D Jha, E Isik-Polat, G Polat, C Yang, W Li, A Galdran, ... Scientific Reports 14 (1), 2032, 2024 | 35 | 2024 |
| Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 23 | 2022 |
| Polyp Detection in Colonoscopy Images using Deep Learning and Bootstrap Aggregation G Polat, E Işık Polat, K Kayabay, A Temizel IEEE International Symposium on Biomedical Imaging, Endoscopy Detection and …, 2021 | 10 | 2021 |
| Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation E Isik-Polat, G Polat, A Kocyigit, A Temizel Lecture Notes in Computer Science 12963, 405-419, 2022 | 9* | 2022 |
| ARFED: Attack-Resistant Federated averaging based on outlier elimination E Isik-Polat, G Polat, A Kocyigit Future Generation Computer Systems 141, 626-650, 2023 | 8* | 2023 |
| A Simple Implementation of FedAvg (Federated Averaging) with PyTorch| by Ece Işık Polat| Towards Data Science F Learning | 2 | |
| BYZANTINE ATTACK ROBUST FEDERATED LEARNING E Işık Polat Middle East Technical University, 2021 | | 2021 |
Gorkem PolatMachine Learning Engineer at EncordVerified email at metu.edu.tr
