Görkem Polat

机构：Middle East Technical University · ORCID：0000-0002-1499-3491

发表论文 27 篇 · 总被引 415 次 · h-index 9

代表论文

• Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy (2021 · Medical Image Analysis · 被引 167)
• Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge (2024 · Scientific Reports · 被引 52)
• Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning (2022 · Inflammatory Bowel Diseases · 被引 44)
• Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation (2022 · Lecture notes in computer science · 被引 31)
• Class distance weighted cross entropy loss for classification of disease severity (2025 · Expert Systems with Applications · 被引 20)
• Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge (2022 · arXiv (Cornell University) · 被引 19)