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Gorkem Polat
Gorkem Polat
Machine Learning Engineer at Encord
Verified email at metu.edu.tr
Title
Cited by
Cited by
Year
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
1552021
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
1212021
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
382024
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
242022
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
152022
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
142020
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
132023
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
102021
ARFED: Attack-Resistant Federated averaging based on outlier elimination
E Isik-Polat, G Polat, A Kocyigit
Future Generation Computer Systems 141, 626-650, 2023
9*2023
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
82018
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
62021
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
6
26th Signal Processing and Communications Applications Conference (SIU)
G Polat, YS Dogrusöz, U Halici
IEEE, 2018
52018
Classification of lung nodules in CT images using convolutional neural networks
G Polat
MSc Thesis, 2018
52018
Labeled Images for Ulcerative Colitis (LIMUC) Dataset
G Polat, HT Kani, I Ergenc, YO Alahdab, A Temizel, O Atug
Zenodo, 2022
42022
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
32021
False positive reduction in lung computed tomography images using convolutional neural networks
G Polat, U Halici, YS Dogrusoz
arXiv preprint arXiv:1811.01424, 2018
22018
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
Computer-Aided Estimation of Endoscopic Activity in Ulcerative Colitis
G Polat
PhD Thesis, 2023
2023
ARFED: Attack-Resistant Federated averaging based on outlier elimination
E Işık Polat, G Polat, A Koçyiğit
2023
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Articles 1–20