Gillian Macnaught

According to our database, Gillian Macnaught authored at least 8 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis.

Chengjia Wang, Guang Yang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, David E. Newby, Calum D. Gray, Gillian Macnaught, Tom J. MacGillivray

Inf. Fusion, 2021

2019

TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis.

Chengjia Wang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, Guang Yang, Calum D. Gray, David E. Newby, Gillian Macnaught, Tom J. MacGillivray

Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

2018

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

Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby

CoRR, 2018

Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks.

Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom J. MacGillivray, David E. Newby

Proceedings of the Simulation and Synthesis in Medical Imaging, 2018

A Two-Stage U-Net Model for 3D Multi-class Segmentation on Full-Resolution Cardiac Data.

Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby

Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

2017

SEGMA: An Automatic SEGMentation Approach for Human Brain MRI Using Sliding Window and Random Forests.

Ahmed Serag, Alastair G. Wilkinson, Emma J. Telford, Rozalia Pataky, Sarah A. Sparrow, Devasuda Anblagan, Gillian Macnaught, Scott Semple, James P. Boardman

Frontiers Neuroinformatics, 2017

2016

A sparsity-based atlas selection technique for multiple-atlas segmentation: Application to neonatal brain labeling.

Ahmed Serag, James P. Boardman, Alastair Graham Wilkinson, Gillian Macnaught, Scott Semple

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Automatic fetal brain localization in 3T MR images using Histograms of Oriented 3D Gradients.

Ahmed Serag, James P. Boardman, Rebecca M. Reynolds, Fiona C. Denison, Gillian Macnaught, Scott Semple

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016