VEELA: A Clinically-Constrained Benchmark for Liver Vessel Segmentation in Computed Tomography Angiography.

Ilker Ozgur Koska

Ziya Ata Yazici Naciye Sinem Gezer Ilkay Öksüz Ilker Ozgur Koska Tugçe Toprak Pervin Bulucu Ufuk Besenk A. Emre Kavur Pierre-Henri Conze Hazim Kemal Ekenel Oguz Dicle Mustafa Ege Seker Mustafa Said Kartal Ariorad Moniri Orhan Ozkan Osman Faruk Bayram Hakan Polat Musa Balci Ece Tugba Cebeci Baran Cilga Kardelen Peçenek M. Alper Selver VEELA: A Clinically-Constrained Benchmark for Liver Vessel Segmentation in Computed Tomography Angiography. 2026 May abs/2605.22357 CoRR https://doi.org/10.48550/arXiv.2605.22357 db/journals/corr/corr2605.html#abs-2605-22357 streams/journals/corr

Kazim Ayberk Sinci Ilker Ozgur Koska Yusuf Kenan Çetinoglu Nezahat Erdogan Ali Murat Koc Nuket Ozkavruk Eliyatkin Cagan Koska Barkan Candan Deep learning-based classification of parotid gland tumors: integrating dynamic contrast-enhanced MRI for enhanced diagnostic accuracy. 264 2025 December 25 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-025-01814-x db/journals/bmcmi/bmcmi25.html#SinciKCEKEKC25 streams/journals/bmcmi

Ilker Ozgur Koska M. Alper Selver Mustafa Fazil Gelal Muhsin Engin Uluc Yusuf Kenan Çetinoglu Nursel Yurttutan Mehmet Serindere Oguz Dicle Deep Learning Classification of Ischemic Stroke Territory on Diffusion-Weighted MRI: Added Value of Augmenting the Input with Image Transformations. 1374-1387 2025 38 J. Imaging Inform. Medicine 3 https://doi.org/10.1007/s10278-024-01277-6 db/journals/jdi/jdi38.html#KoskaSGUCYSD25 streams/journals/jdi

Hancang Mi Hong Seng Gan Dong Ma Ilker Ozgur Koska Muhammad Hanif Ramlee Wan Mahani Hafizah Wan Mahmud DiffRefSeg: Diffusion-Guided Few-Shot Brain Tumor Segmentation via Reference Structure Fusion and Global Structural Attention. 6078-6085 2025 BIBM https://doi.org/10.1109/BIBM66473.2025.11356312 conf/bibm/2025 db/conf/bibm/bibm2025.html#MiGMKRM25 Ziyu Zhao Hong Seng Gan Yijia Cao Zeynep Ayvat Ocal Ilker Ozgur Koska PAD-Former: A Two-Stage PI-RADS Classification Framework with Multi-Modal Anomaly Diffusion and Cross-Attention. 6162-6169 2025 BIBM https://doi.org/10.1109/BIBM66473.2025.11356522 conf/bibm/2025 db/conf/bibm/bibm2025.html#ZhaoGCOK25 Tugçe Toprak Ziya Ata Yazici Ilkay Öksüz Ilker Ozgur Koska Pervin Bulucu Naciye Sinem Gezer Ufuk Besenk A. Emre Kavur Pierre-Henri Conze Hazim Kemal Ekenel Oguz Dicle M. Alper Selver Veela Challenge - Vessel Extraction and Extrication for Liver Analysis. 1-6 2025 MLSP https://doi.org/10.1109/MLSP62443.2025.11204261 conf/mlsp/2025 db/conf/mlsp/mlsp2025.html#ToprakYOKBGBKCEDS25 streams/conf/mlsp Musa Balci Osman Faruk Bayram Ufuk Besenk Pervin Bulucu Barkan Candan Yijia Cao Ece Tugba Cebeci Yusuf Kenan Çetinoglu Baran Cilga Pierre-Henri Conze Oguz Dicle Hazim Kemal Ekenel Nuket Ozkavruk Eliyatkin Nezahat Erdogan Hong Seng Gan Mustafa Fazil Gelal Naciye Sinem Gezer Wan Mahani HafizahWan Mahani Hafizah Wan Mahmud Mustafa Said Kartal A. Emre Kavur Ali Murat Koc Cagan Koska Dong Ma Hancang Mi Ariorad Moniri Zeynep Ayvat Ocal Ilkay Öksüz Orhan Ozkan Kardelen Peçenek Hakan Polat Muhammad Hanif Ramlee Mustafa Ege Seker M. Alper Selver Mehmet Serindere Kazim Ayberk Sinci Tugçe Toprak Muhsin Engin Uluc Ziya Ata Yazici Nursel Yurttutan Ziyu Zhao