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Ilkay Oksuz

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Explainable Image Quality Assessment for Medical Imaging

Mar 25, 2023
Caner Ozer, Arda Guler, Aysel Turkvatan Cansever, Ilkay Oksuz

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Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac MRI using Histogram Matching

Feb 22, 2023
Mahyar Bolhassani, Ilkay Oksuz

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Prostate Lesion Estimation using Prostate Masks from Biparametric MRI

Jan 11, 2023
Ahmet Karagoz, Mustafa Ege Seker, Mert Yergin, Tarkan Atak Kan, Mustafa Said Kartal, Ercan Karaarslan, Deniz Alis, Ilkay Oksuz

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Detecting respiratory motion artefacts for cardiovascular MRIs to ensure high-quality segmentation

Sep 20, 2022
Amin Ranem, John Kalkhof, Caner Özer, Anirban Mukhopadhyay, Ilkay Oksuz

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Shifted Windows Transformers for Medical Image Quality Assessment

Aug 11, 2022
Caner Ozer, Arda Guler, Aysel Turkvatan Cansever, Deniz Alis, Ercan Karaarslan, Ilkay Oksuz

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A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis

May 02, 2022
Inês P. Machado, Esther Puyol-Antón, Kerstin Hammernik, Gastão Cruz, Devran Ugurlu, Ihsane Olakorede, Ilkay Oksuz, Bram Ruijsink, Miguel Castelo-Branco, Alistair A. Young, Claudia Prieto, Julia A. Schnabel, Andrew P. King

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MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images

Jan 10, 2022
Lei Li, Fuping Wu, Sihan Wang, Xinzhe Luo, Carlos Martin-Isla, Shuwei Zhai, Jianpeng Zhang, Yanfei Liu7, Zhen Zhang, Markus J. Ankenbrand, Haochuan Jiang, Xiaoran Zhang, Linhong Wang, Tewodros Weldebirhan Arega, Elif Altunok, Zhou Zhao, Feiyan Li, Jun Ma, Xiaoping Yang, Elodie Puybareau, Ilkay Oksuz, Stephanie Bricq, Weisheng Li, Kumaradevan Punithakumar, Sotirios A. Tsaftaris, Laura M. Schreiber, Mingjing Yang, Guocai Liu, Yong Xia, Guotai Wang, Sergio Escalera, Xiahai Zhuang

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A survey on shape-constraint deep learning for medical image segmentation

Jan 19, 2021
Simon Bohlender, Ilkay Oksuz, Anirban Mukhopadhyay

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Channel Attention Networks for Robust MR Fingerprinting Matching

Dec 02, 2020
Refik Soyak, Ebru Navruz, Eda Ozgu Ersoy, Gastao Cruz, Claudia Prieto, Andrew P. King, Devrim Unay, Ilkay Oksuz

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Transfer Learning for Electricity Price Forecasting

Jul 09, 2020
Salih Gunduz, Umut Ugurlu, Ilkay Oksuz

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