Search Results for author: Gillian Macnaught

Found 2 papers, 0 papers with code

Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks

no code implementations12 Aug 2018 Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom MacGillivray, David Newby

Recently, the cycle-consistent generative adversarial networks (CycleGAN) has been widely used for synthesis of multi-domain medical images.

Image Generation

A two-stage 3D Unet framework for multi-class segmentation on full resolution image

no code implementations12 Apr 2018 Chengjia Wang, Tom MacGillivray, Gillian Macnaught, Guang Yang, David Newby

Deep convolutional neural networks (CNNs) have been intensively used for multi-class segmentation of data from different modalities and achieved state-of-the-art performances.

Image Super-Resolution

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