Federated Learning of Generative Image Priors for MRI Reconstruction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on medical imaging"
DOI: 10.1109/tmi.2022.3220757
Abstract: Multi-institutional efforts can facilitate training of deep MRI reconstruction models, albeit privacy risks arise during cross-site sharing of imaging data. Federated learning (FL) has recently been introduced to address privacy concerns by enabling distributed training… read more here.
Keywords: generative image; federated learning; learning generative; reconstruction ... See more keywords
Interactive Optimization of Generative Image Modelling using Sequential Subspace Search and Content‐based Guidance
Sign Up to like & getrecommendations! Published in 2021 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14188
Abstract: Generative image modeling techniques such as GAN demonstrate highly convincing image generation result. However, user interaction is often necessary to obtain desired results. Existing attempts add interactivity but require either tailored architectures or extra data.… read more here.
Keywords: image; search; image modelling; optimization ... See more keywords