Gorkem Polat - RankMe

16 papers Journal 11Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Class distance weighted cross entropy loss for classification of disease severity. Expert Syst. Appl. Gorkem Polat, Ümit Mert Çaglar, Alptekin Temizel
2024	J	`jnl`	Class Distance Weighted Cross Entropy Loss for Classification of Disease Severity. CoRR Gorkem Polat, Ümit Mert Çaglar, Alptekin Temizel
2023	J	`jnl`	ARFED: Attack-Resistant Federated averaging based on outlier elimination. Future Gener. Comput. Syst. Ece Isik-Polat, Gorkem Polat, Altan Koçyigit
2022	J	`jnl`	Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. CoRR Sharib Ali, Noha M. Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, Jiangpeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithami, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East
2022	—	`conf`	Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation. MIUA Gorkem Polat, Ilkay Ergenc, Haluk Tarik Kani, Yesim Ozen Alahdab, Ozlen Atug, Alptekin Temizel
2022	J	`jnl`	Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation. CoRR Gorkem Polat, Ilkay Ergenc, Haluk Tarik Kani, Yesim Ozen Alahdab, Ozlen Atug, Alptekin Temizel
2022	J	`jnl`	Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation. CoRR Ece Isik-Polat, Gorkem Polat, Altan Koçyigit, Alptekin Temizel
2021	J	`jnl`	BARFED: Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination. CoRR Ece Isik-Polat, Gorkem Polat, Altan Koçyigit
2021	J	`jnl`	Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. 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, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
2021	J	`jnl`	Effect of Input Size on the Classification of Lung Nodules Using Convolutional Neural Networks. CoRR Gorkem Polat, Yesim Serinagaoglu Dogrusöz, Ugur Halici
2021	—	`conf`	Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation. BrainLes@MICCAI (2) Ece Isik-Polat, Gorkem Polat, Altan Koçyigit, Alptekin Temizel
2021	—	`conf`	Polyp Detection in Colonoscopy Images using DeepLearning and Bootstrap Aggregation. EndoCV@ISBI Gorkem Polat, Ece Isik-Polat, Kerem Kayabay, Alptekin Temizel
2020	J	`jnl`	A translational pathway of deep learning methods in GastroIntestinal Endoscopy. CoRR 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, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
2020	—	`conf`	Endoscopic Artefact Detection with Ensemble of Deep Neural Networks and False Positive Elimination. EndoCV@ISBI Gorkem Polat, Deniz Sen, Alperen Inci, Alptekin Temizel
2018	—	`conf`	Effect of input size on the classification of lung nodules using convolutional neural networks. SIU Gorkem Polat, Yesim Serinagaoglu Dogrusoz, Ugur Halici
2018	J	`jnl`	False Positive Reduction in Lung Computed Tomography Images using Convolutional Neural Networks. CoRR Gorkem Polat, Ugur Halici, Yesim Serinagaoglu Dogrusoz