| Common Limitations of Image Processing Metrics: A Picture Story A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ... https://arxiv.org/abs/2104.05642, 2021 | 180 | 2021 |
| Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy S Ali, M Dmitrieva, N Ghatwary, S Bano, G Polat, A Temizel, A Krenzer, ... Medical image analysis 70, 102002, 2021 | 136 | 2021 |
| 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 | 55 | 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 | 29 | 2022 |
| Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation G Polat, I Ergenc, HT Kani, YO Alahdab, O Atug, A Temizel MIUA 2022, Medical Image Understanding and Analysis, 2022 | 21 | 2022 |
| Improving the computer-aided estimation of ulcerative colitis severity according to mayo endoscopic score by using regression-based deep learning G Polat, HT Kani, I Ergenc, Y Ozen Alahdab, A Temizel, O Atug Inflammatory Bowel Diseases 29 (9), 1431-1439, 2023 | 18 | 2023 |
| Endoscopic Artefact Detection With Ensemble of Deep Neural Networks And False Positive Elimination G Polat, D Sen, A Inci, A Temizel IEEE International Symposium on Biomedical Imaging (ISBI) Endoscopy …, 2020 | 14 | 2020 |
| ARFED: Attack-Resistant Federated averaging based on outlier elimination E Isik-Polat, G Polat, A Kocyigit Future Generation Computer Systems 141, 626-650, 2023 | 12* | 2023 |
| Polyp Detection in Colonoscopy Images using Deep Learning and Bootstrap Aggregation G Polat, E Isik Polat, K Kayabay, A Temizel Proceedings of the 3rd International Workshop and Challenge on Computer …, 2021 | 11 | 2021 |
| Effect of input size on the classification of lung nodules using convolutional neural networks G Polat, YS Dogrusöz, U Halici IEEE 26th Signal Processing and Communications Applications Conference (SIU …, 2018 | 8 | 2018 |
| Common limitations of image processing metrics: a picture story, 2022. doi: 10.48550 A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ... arXiv preprint arXiv.2104.05642, 0 | 8 | |
| Labeled Images for Ulcerative Colitis (LIMUC) Dataset G Polat, HT Kani, I Ergenc, YO Alahdab, A Temizel, O Atug Zenodo, 2022 | 6 | 2022 |
| P099 Evaluation of endoscopic mayo score with an artificial intelligence algorithm HT Kani, I Ergenc, G Polat, Y Ozen Alahdab, A Temizel, O Atug Journal of Crohn's and Colitis 15 (Supplement_1), S195-S196, 2021 | 6 | 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 International MICCAI Brainlesion Workshop, 405-419, 2021 | 5 | 2021 |
| Classification of lung nodules in CT images using convolutional neural networks G Polat MSc Thesis, 2018 | 5 | 2018 |
| False positive reduction in lung computed tomography images using convolutional neural networks G Polat, U Halici, YS Dogrusoz arXiv preprint arXiv:1811.01424, 2018 | 3 | 2018 |
| 26th Signal Processing and Communications Applications Conference (SIU) G Polat, YS Dogrusöz, U Halici IEEE, 2018 | 3 | 2018 |
| Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation ÜM Çağlar, A İnci, O Hanoğlu, G Polat, A Temizel 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | | 2023 |
| Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation Ü Mert Çağlar, A İnci, O Hanoğlu, G Polat, A Temizel arXiv e-prints, arXiv: 2311.06057, 2023 | | 2023 |
| Computer-Aided Estimation of Endoscopic Activity in Ulcerative Colitis G Polat PhD Thesis, 2023 | | 2023 |
Alptekin TemizelMiddle East Technical University, Ankara, TurkeyVerified email at metu.edu.tr
