Alptekin Temizel

E-mail

atemizel@metu.edu.tr

Department

Graduate School of Informatics

ORCID

0000-0001-6082-2573

Scopus Author ID

12761836400

Web of Science Researcher ID

E-5071-2016

Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning Polat, Gorkem; Kani, Haluk Tarik; Ergenc, Ilkay; Alahdab, Yesim Ozen; Temizel, Alptekin; Atug, Ozlen (2022-11-01) Background Assessment of endoscopic activity in ulcerative colitis (UC) is important for treatment decisions and monitoring disease progress. However, substantial inter- and intraobserver variability in grading impairs the...
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Polat, Görkem; Ergenç, İlkay; Kani, Haluk Tarık; Özen Alahdab, Yeşim; Atuğ, Özlen; Temizel, Alptekin (2022-07-17)
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection Akyön, Fatih; Altınuç, Sinan Onur; Temizel, Alptekin (2022-07-02)
Cycle-Spinning Convolution for Object Detection Uzun, Ulku; Temizel, Alptekin (2022-07-01)
Automated question generation and question answering from Turkish texts using text-to-text transformers Akyön, Fatih Çağatay; Çavuşoğlu, Devrim; Cengiz, Cemil; Altınuç, Sinan Onur; Temizel, Alptekin (2022-05-01)
Evaluation of Ulcerative Colitis Endoscopic Mayo Score with Artificial Intelligence Kani, Haluk Tarık; Ergenç, İlkay; Polat, Görkem; Özen Alahdab, Yeşim; Temizel, Alptekin; Atuğ, Özlen (2022-04-01)
A Machine Learning Ensembling Approach to Predicting Transfer Values Aydemir, Ayşe Elvan; Taşkaya Temizel, Tuğba; Temizel, Alptekin (2022-03-01) Predicting transfer values of association football players, despite its importance, has been studied in a limited way in the literature. The existing approaches have mainly focused on explanatory models that cannot be used...
Improving Perceptual Quality of Adversarial Images Using Perceptual Distance Minimization and Normalized Variance Weighting Karlı, Berat Tuna; Şen, Deniz; Temizel, Alptekin (2022-02-28)
Training Universal Adversarial Perturbations with Alternating Loss Functions Şen, Deniz; Karlı, Berat Tuna; Temizel, Alptekin (2022-02-28)
Automated question generation and question answering from Turkish texts Akyön, Fatih Çağatay; Çavuşoğlu, Devrim; Cengiz, Cemil; Altinuç, Sinan Onur; Temizel, Alptekin (2022-1-01) All rights reserved.While exam-style questions are a fundamental educational tool serving a variety of purposes, manual construction of questions is a complex process that requires training, experience and resources. Autom...

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