Ilkay Oksuz

1. MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
   2022/01/10 by Lei Li, Li, Lei, Fuping Wu +70 · 7 citations
   Computer Science · Engineering · Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #Medical Imaging Techniques and Applications #cs.CV #eess.IV
2. A survey on shape-constraint deep learning for medical image segmentation
   2021/01/19 by Simon Bohlender, Ilkay Oksuz, İlkay Öksüz +4 · 4 citations
   Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Medical Imaging and Analysis #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
3. Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
   2018/10/29 by Ilkay Oksuz, İlkay Öksüz, Bram Ruijsink +25 · 2 citations
   Computer Science · Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #cs.CV
4. Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation
   2019/10/11 by Ilkay Oksuz, James R. Clough, Oksuz, Ilkay +15 · 2 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
5. Explicit topological priors for deep-learning based image segmentation using persistent homology
   2019/01/29 by James R. Clough, Clough, James R., Ilkay Oksuz +7 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
6. Global and Local Interpretability for Cardiac MRI Classification
   2019/06/14 by James R. Clough, Clough, James R., Ilkay Oksuz +9 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
7. dAUTOMAP: decomposing AUTOMAP to achieve scalability and enhance performance
   2019/09/24 by Jo Schlemper, İlkay Öksüz, Schlemper, Jo +14 · 1 citation
   Computer Science · Engineering · Mathematics · #Context-Aware Activity Recognition Systems #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #cs.LG #eess.IV #electronic engineering #information engineering #stat.ML