no code implementations • 30 Sep 2021 • Turkay Kart, Wenjia Bai, Ben Glocker, Daniel Rueckert
In recent years, the research landscape of machine learning in medical imaging has changed drastically from supervised to semi-, weakly- or unsupervised methods.
3 code implementations • ECCV 2020 • Cheng Ouyang, Carlo Biffi, Chen Chen, Turkay Kart, Huaqi Qiu, Daniel Rueckert
Few-shot semantic segmentation (FSS) has great potential for medical imaging applications.
1 code implementation • MIDL 2019 • Ahmed E. Fetit, John Cupitt, Turkay Kart, Daniel Rueckert
Standard practice for using convolutional neural networks (CNNs) in semantic segmentation tasks assumes that the image intensities are directly used for training and inference.