Gillian Macnaught

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 9

Top Topics

Unsupervised Learning

Image Synthesis

Top Venues

Frontiers Neuroinformatics

Publications

Chengjia Wang, Guang Yang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, David E. Newby, Calum D. Gray, Gillian Macnaught, Tom J. MacGillivray
DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis. Inf. Fusion 67 (2021)
Chengjia Wang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, Guang Yang, Calum D. Gray, David E. Newby, Gillian Macnaught, Tom J. MacGillivray
TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis. MLMIR@MICCAI (2019)
Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom J. MacGillivray, David E. Newby
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks. CoRR (2018)
Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby
A two-stage 3D Unet framework for multi-class segmentation on full resolution image. CoRR (2018)
Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom J. MacGillivray, David E. Newby
Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks. SASHIMI@MICCAI (2018)
Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby
A Two-Stage U-Net Model for 3D Multi-class Segmentation on Full-Resolution Cardiac Data. STACOM@MICCAI (2018)
Ahmed Serag, Alastair G. Wilkinson, Emma J. Telford, Rozalia Pataky, Sarah A. Sparrow, Devasuda Anblagan, Gillian Macnaught, Scott Semple, James P. Boardman
SEGMA: An Automatic SEGMentation Approach for Human Brain MRI Using Sliding Window and Random Forests. Frontiers Neuroinformatics 11 (2017)
Ahmed Serag, James P. Boardman, Alastair Graham Wilkinson, Gillian Macnaught, Scott Semple
A sparsity-based atlas selection technique for multiple-atlas segmentation: Application to neonatal brain labeling. SIU (2016)
Ahmed Serag, James P. Boardman, Rebecca M. Reynolds, Fiona C. Denison, Gillian Macnaught, Scott Semple
Automatic fetal brain localization in 3T MR images using Histograms of Oriented 3D Gradients. SIU (2016)