![](https://dblp.org/img/logo.ua.320x120.png)
![](https://dblp.org/img/dropdown.dark.16x16.png)
![](https://dblp.org/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.org/img/search.dark.16x16.png)
![search dblp](https://dblp.org/img/search.dark.16x16.png)
default search action
Gorkem Polat
Person information
Refine list
![note](https://dblp.org/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
- [j2]Ece Isik-Polat
, Gorkem Polat
, Altan Koçyigit
:
ARFED: Attack-Resistant Federated averaging based on outlier elimination. Future Gener. Comput. Syst. 141: 626-650 (2023) - [c6]Ümit Mert Çaglar, Alperen Inci, Oguz Hanoglu, Görkem Polat, Alptekin Temizel:
Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation. BIBM 2023: 462-467 - [i8]Ümit Mert Çaglar, Alperen Inci, Oguz Hanoglu, Görkem Polat, Alptekin Temizel:
Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation. CoRR abs/2311.06057 (2023) - 2022
- [c5]Gorkem Polat
, Ilkay Ergenc
, Haluk Tarik Kani
, Yesim Ozen Alahdab
, Ozlen Atug
, Alptekin Temizel
:
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation. MIUA 2022: 157-171 - [i7]Gorkem Polat, Ilkay Ergenc, Haluk Tarik Kani, Yesim Ozen Alahdab, Ozlen Atug, Alptekin Temizel:
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation. CoRR abs/2202.05167 (2022) - [i6]Ece Isik-Polat, Gorkem Polat, Altan Koçyigit, Alptekin Temizel:
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation. CoRR abs/2202.08261 (2022) - [i5]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:
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. CoRR abs/2202.12031 (2022) - 2021
- [j1]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:
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. 70: 102002 (2021) - [c4]Ece Isik-Polat
, Gorkem Polat
, Altan Koçyigit
, Alptekin Temizel
:
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation. BrainLes@MICCAI (2) 2021: 405-419 - [c3]Gorkem Polat, Ece Isik-Polat, Kerem Kayabay, Alptekin Temizel:
Polyp Detection in Colonoscopy Images using DeepLearning and Bootstrap Aggregation. EndoCV@ISBI 2021: 90-100 - [i4]Gorkem Polat, Yesim Serinagaoglu Dogrusöz, Ugur Halici:
Effect of Input Size on the Classification of Lung Nodules Using Convolutional Neural Networks. CoRR abs/2107.05085 (2021) - [i3]Ece Isik-Polat, Gorkem Polat, Altan Koçyigit:
BARFED: Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination. CoRR abs/2111.04550 (2021) - 2020
- [c2]Gorkem Polat, Deniz Sen, Alperen Inci, Alptekin Temizel:
Endoscopic Artefact Detection with Ensemble of Deep Neural Networks and False Positive Elimination. EndoCV@ISBI 2020: 8-12 - [i2]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:
A translational pathway of deep learning methods in GastroIntestinal Endoscopy. CoRR abs/2010.06034 (2020)
2010 – 2019
- 2018
- [c1]Gorkem Polat, Yesim Serinagaoglu Dogrusoz
, Ugur Halici
:
Effect of input size on the classification of lung nodules using convolutional neural networks. SIU 2018: 1-4 - [i1]Gorkem Polat, Ugur Halici, Yesim Serinagaoglu Dogrusoz:
False Positive Reduction in Lung Computed Tomography Images using Convolutional Neural Networks. CoRR abs/1811.01424 (2018)
Coauthor Index
![](https://dblp.org/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-25 05:52 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint