Effect of input size on the classification of lung nodules using convolutional neural networks. - Gorkem Polat; Yesim Serinagaoglu Dogrusoz; Ugur Halici (SIU, 2018)

False Positive Reduction in Lung Computed Tomography Images using Convolutional Neural Networks. - Gorkem Polat; Ugur Halici; Yesim Serinagaoglu Dogrusoz (CoRR, 2018)

Endoscopic Artefact Detection with Ensemble of Deep Neural Networks and False Positive Elimination. - Gorkem Polat; Deniz Sen; Alperen Inci; Alptekin Temizel (EndoCV@ISBI, 2020)

A translational pathway of deep learning methods in GastroIntestinal Endoscopy. - Sharib Ali; Mariia Dmitrieva; Noha M. Ghatwary; Sophia Bano; Gorkem Polat; Alptekin Temizel; Adrian Krenzer; Amar Hekalo; Yun Bo Guo; Bogdan J. Matuszewski; Mourad Gridach; Irina Voiculescu; et al. (CoRR, 2020)

Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation. - Ece Isik-Polat; Gorkem Polat; Altan Koçyigit; Alptekin Temizel (BrainLes@MICCAI (2), 2021)

Polyp Detection in Colonoscopy Images using DeepLearning and Bootstrap Aggregation. - Gorkem Polat; Ece Isik-Polat; Kerem Kayabay; Alptekin Temizel (EndoCV@ISBI, 2021)

BARFED: Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination. - Ece Isik-Polat; Gorkem Polat; Altan Koçyigit (CoRR, 2021)

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. - Sharib Ali; Mariia Dmitrieva; Noha M. Ghatwary; Sophia Bano; Gorkem Polat; Alptekin Temizel; Adrian Krenzer; Amar Hekalo; Yun Bo Guo; Bogdan J. Matuszewski; Mourad Gridach; Irina Voiculescu; et al. (Medical Image Anal., 2021)

Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation. - Gorkem Polat; Ilkay Ergenc; Haluk Tarik Kani; Yesim Ozen Alahdab; Ozlen Atug; Alptekin Temizel (MIUA, 2022)

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. - Sharib Ali; Noha M. Ghatwary; Debesh Jha; Ece Isik-Polat; Gorkem Polat; Chen Yang 026; Wuyang Li; Adrian Galdran; Miguel Ángel González Ballester; Vajira Thambawita; Steven Hicks; Sahadev Poudel; et al. (CoRR, 2022)

Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation. - Ümit Mert Çaglar; Alperen Inci; Oguz Hanoglu; Görkem Polat; Alptekin Temizel (BIBM, 2023)

ARFED: Attack-Resistant Federated averaging based on outlier elimination. - Ece Isik-Polat; Gorkem Polat; Altan Koçyigit (Future Gener. Comput. Syst., 2023)

Class distance weighted cross entropy loss for classification of disease severity. - Gorkem Polat; Ümit Mert Çaglar; Alptekin Temizel (Expert Syst. Appl., 2025)