Gillian Macnaught

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

Ahmed Serag, James P. Boardman, Rebecca M. Reynolds, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

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

Ahmed Serag, James P. Boardman, Gillian Macnaught, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Accurate Learning with Few Atlases (ALFA): an algorithm for MRI neonatal brain extraction and comparison with 11 publicly available methods

Ahmed Serag, James P. Boardman, Gillian Macnaught, 2016, Scientific Reports.

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

Gillian Macnaught, Tom MacGillivray, Chengjia Wang, 2018, SASHIMI@MICCAI.

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

Sotirios A. Tsaftaris, Calum Gray, Guang Yang, 2021, Inf. Fusion.

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

Guang Yang, Gillian Macnaught, Tom MacGillivray, 2018, STACOM@MICCAI.

Histograms of Oriented 3D Gradients for Fully Automated Fetal Brain Localization and Robust Motion Correction in 3 T Magnetic Resonance Images

Ahmed Serag, Gillian Macnaught, Fiona C Denison, 2017, BioMed research international.

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

Ahmed Serag, James P. Boardman, Gillian Macnaught, 2017, Front. Neuroinform..

TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis

Sotirios A. Tsaftaris, Calum Gray, Gillian Macnaught, 2019, MLMIR@MICCAI.

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

Guang Yang, Gillian Macnaught, Tom MacGillivray, 2018, ArXiv.