İlkay Öksüz

1. MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
   2022/01/10 by Lei Li, Fuping Wu, Li, Lei +61 · 7 citations
   Medicine · #Cardiac Imaging and Diagnostics #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications
2. A survey on shape-constraint deep learning for medical image segmentation
   2021/01/19 by Simon Bohlender, Bohlender, Simon, İlkay Öksüz +3 · 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 #electronic engineering #information engineering
3. QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
   2024/03/19 by Hongwei Bran, Li, Hongwei Bran, Fernando Navarro +154 · 5 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
4. Automatic CNN-based detection of cardiac MR motion artefacts using\n k-space data augmentation and curriculum learning
   2018/10/29 by İlkay Öksüz, Oksuz, Ilkay, Bram Ruijsink +19 · 2 citations
   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
5. Interpretable ECG Analysis for Myocardial Infarction Detection through Counterfactuals
   2023/11/21 by Toygar Tanyel, Sezgin Atmaca, Tanyel, Toygar +11 · 2 citations
   Computer Science · Medicine · #ECG Monitoring and Analysis #Explainable Artificial Intelligence (XAI) #FOS: Electrical engineering #J.3 #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Detecting respiratory motion artefacts for cardiovascular MRIs to ensure high-quality segmentation
   2022/09/20 by Amin Ranem, Ranem, Amin, John Kalkhof +7 · 1 citation
   Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
7. dAUTOMAP: decomposing AUTOMAP to achieve scalability and enhance performance
   2019/09/24 by Jo Schlemper, İlkay Öksüz, Schlemper, Jo +13 · 1 citation
   Computer Science · #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 #electronic engineering #information engineering