Ece Isik-Polat

机构：Middle East Technical University · ORCID：0000-0002-0728-5390

发表论文 9 篇 · 总被引 109 次 · h-index 5

代表论文

• Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge (2024 · Scientific Reports · 被引 52)
• Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge (2022 · arXiv (Cornell University) · 被引 19)
• ARFED: Attack-Resistant Federated averaging based on outlier elimination (2022 · Future Generation Computer Systems · 被引 14)
• Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge (2025 · Nature Communications · 被引 11)
• Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation (2022 · OpenMETU (Middle East Technical University) · 被引 8)
• BARFED: Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination (2021 · arXiv (Cornell University) · 被引 4)