Ilkay Oksuz

Latest

• A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis
• Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation
• A topological loss function for deep-learning based image segmentation using persistent homology
• Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning