Gorkem Polat
Orcid: 0000-0002-1499-3491
According to our database1,
Gorkem Polat
authored at least 12 papers
between 2018 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Future Gener. Comput. Syst., April, 2023
Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.
CoRR, 2022
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022
2021
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.
Medical Image Anal., 2021
CoRR, 2021
Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021) co-located with with the 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), 2021
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021
2020
CoRR, 2020
Endoscopic Artefact Detection with Ensemble of Deep Neural Networks and False Positive Elimination.
Proceedings of the 2nd International Workshop and Challenge on Computer Vision in Endoscopy, 2020
2018
False Positive Reduction in Lung Computed Tomography Images using Convolutional Neural Networks.
CoRR, 2018
Effect of input size on the classification of lung nodules using convolutional neural networks.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018