Görkem Polat

Statistics

Publications

Citations

335

H-Index

Active since

2021

Affiliations

Middle East Technical University(Current)

University of Oxford

Centro di Riferimento Oncologico

Centre de Recherche en Automatique de Nancy

Istituto Oncologico Veneto

Görkem Polat is an author at Middle East Technical University specializing in computer science, gastrointestinal endoscopy, and medical image analysis.

ORCID

Publications per year

2021–2025

Publications

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy

Sharib Ali, Mariia Dmitrieva, Noha Ghatwary et al. · Medical Image Analysis · 2021 · 165 citations · Full text

Computing, Computer Science, Computer Vision +16

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

Sharib Ali, Noha Ghatwary, Debesh Jha et al. · Scientific Reports · 2024 · 48 citations · Full text

Medicine, Computer Science, Surgery +17

Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning

Görkem Polat, Haluk Tarık Kani, İlkay Ergenç et al. · Inflammatory Bowel Diseases · 2022 · 44 citations

Medicine, Clinical Sciences, Computer Science +16

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

Sharib Ali, Noha Ghatwary, Debesh Jha et al. · arXiv (Cornell University) · 2022 · 19 citations · Full text

Medicine, Computer Science, Surgery +17

Class distance weighted cross entropy loss for classification of disease severity

Görkem Polat, Ümit Mert Çağlar, Alptekin Temizel · Expert Systems with Applications · 2025 · 18 citations · Full text

Computing, Biomedical Informatics, Clinical Informatics +10

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