James R. Clough

1. 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
2. A persistent homology-based topological loss function for multi-class\n CNN segmentation of cardiac MRI
   2020/08/21 by Nick Byrne, James R. Clough, Byrne, Nick +5 · 1 citation
   Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #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 #Topological and Geometric Data Analysis #electronic engineering #information engineering
3. dAUTOMAP: decomposing AUTOMAP to achieve scalability and enhance performance
   2019/09/24 by Jo Schlemper, Schlemper, Jo, İlkay Öksüz +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