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Author Details

Ilkay Oksuz
Istanbul Technical University
2013
25
10
PMIDPaper TitleJournal TitlePublished Year
37782583A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis.IEEE Trans Biomed Eng2024
37337101Anatomically guided self-adapting deep neural network for clinically significant prostate cancer detection on bi-parametric MRI: a multi-center study.Insights Imaging2023
37354768Deep learning for assessing image quality in bi-parametric prostate MRI: A feasibility study.Eur J Radiol2023
37258516Automated LVO detection and collateral scoring on CTA using a 3D self-configuring object detection network: a multi-center study.Sci Rep2023
37087838MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images.Med Image Anal2023
32886606A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology.IEEE Trans Pattern Anal Mach Intell2022
35218024Neural network dose prediction for rectal spacer stratification in dose-escalated prostate radiotherapy.Med Phys2022
35136123A joint convolutional-recurrent neural network with an attention mechanism for detecting intracranial hemorrhage on noncontrast head CT.Sci Rep2022
34591755Channel Attention Networks for Robust MR Fingerprint Matching.IEEE Trans Biomed Eng2022
33373815Brain MRI artefact detection and correction using convolutional neural networks.Comput Methods Programs Biomed2021
33684314Comparison of machine learning methods for prediction of osteoradionecrosis incidence in patients with head and neck cancer.Br J Radiol2021
33684050Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.IEEE J Biomed Health Inform2021
34127692Inter-vendor performance of deep learning in segmenting acute ischemic lesions on diffusion-weighted imaging: a multicenter study.Sci Rep2021
31326477Fully Automated, Quality-Controlled Cardiac Analysis From CMR: Validation and Large-Scale Application to Characterize Cardiac Function.JACC Cardiovasc Imaging2020
32066744An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy.Sci Rep2020
32746141Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.IEEE Trans Med Imaging2020
32353528A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography.Magn Reson Imaging2020
31055126Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.Med Image Anal2019
31946457Mechanically Powered Motion Imaging Phantoms: Proof of Concept.Annu Int Conf IEEE Eng Med Biol Soc2019
31142677Accurate needle-free assessment of myocardial oxygenation for ischemic heart disease in canines using magnetic resonance imaging.Sci Transl Med2019
28103561Statistical shape modeling of the left ventricle: myocardial infarct classification challenge.IEEE J Biomed Health Inform2018
34136089The Financial Effect of the Electricity Price Forecasts' Inaccuracy on a Hydro-Based Generation Company.Energies (Basel)2018
28708550Unsupervised Myocardial Segmentation for Cardiac BOLD.IEEE Trans Med Imaging2017
25113321Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.Med Image Anal2014
23837963Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.Med Image Anal2013
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Collaborators

James R Clough
King's College London
Co-authored papers 6
Vicente Grau
University
Co-authored papers 2
Lihong Liu
Co-authored papers 1
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Co-authored papers 1
Shuo Li
Co-authored papers 1
Wufeng Xue
Shenzhen University
Co-authored papers 1
Wenjun Yan
The First Affiliated Hospital of Zhengzhou University
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Quanzheng Li
Massachusetts General Hospital
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Jiahui Li
Co-authored papers 1
Jin Ma
Co-authored papers 1
Seiryo Watanabe
Osaka University
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Fumin Guo
University of Toronto
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Alejandro Debus
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Southeast University
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Enzo Ferrante
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Inserm
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Technical University of Munich, Johns Hopkins University
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King's College London
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Angelica Atehortua
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Elias Grinias
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Arrate Mu??oz-Barrutia
Universidad Carlos III de Madrid
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Piotr J Slomka
Cedars-Sinai Medical Center
Co-authored papers 1
Matthew Ng
Co-authored papers 1
Eric Kerfoot
King's College London
Co-authored papers 1
Tiancong Hua
Co-authored papers 1
Release 1.2