Colin J. Brown

According to our database, Colin J. Brown authored at least 13 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Multi-sample ζ-mixup: richer, more realistic synthetic samples from a p-series interpolant.

Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh

J. Big Data, December, 2024

2019

Predictive connectome subnetwork extraction with anatomical and connectivity priors.

Colin J. Brown, Steven P. Miller, Brian G. Booth, Jill G. Zwicker, Ruth E. Grunau, Anne R. Synnes, Vann Chau, Ghassan Hamarneh

Comput. Medical Imaging Graph., 2019

2018

Connectome priors in deep neural networks to predict autism.

Colin J. Brown, Jeremy Kawahara, Ghassan Hamarneh

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment.

Jeremy Kawahara, Colin J. Brown, Steven P. Miller, Brian G. Booth, Vann Chau, Ruth E. Grunau, Jill G. Zwicker, Ghassan Hamarneh

NeuroImage, 2017

Prediction of Brain Network Age and Factors of Delayed Maturation in Very Preterm Infants.

Colin J. Brown, Kathleen P. Moriarty, Steven P. Miller, Brian G. Booth, Jill G. Zwicker, Ruth E. Grunau, Anne R. Synnes, Vann Chau, Ghassan Hamarneh

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

STEAM - Statistical Template Estimation for Abnormality Mapping: A personalized DTI analysis technique with applications to the screening of preterm infants.

Brian G. Booth, Steven P. Miller, Colin J. Brown, Kenneth J. Poskitt, Vann Chau, Ruth E. Grunau, Anne R. Synnes, Ghassan Hamarneh

NeuroImage, 2016

Machine Learning on Human Connectome Data from MRI.

Colin J. Brown, Ghassan Hamarneh

CoRR, 2016

Predictive Subnetwork Extraction with Structural Priors for Infant Connectomes.

Colin J. Brown, Steven P. Miller, Brian G. Booth, Jill G. Zwicker, Ruth E. Grunau, Anne R. Synnes, Vann Chau, Ghassan Hamarneh

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

Prediction of Motor Function in Very Preterm Infants Using Connectome Features and Local Synthetic Instances.

Colin J. Brown, Steven P. Miller, Brian G. Booth, Kenneth J. Poskitt, Vann Chau, Anne R. Synnes, Jill G. Zwicker, Ruth E. Grunau, Ghassan Hamarneh

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

Structural network analysis of brain development in young preterm neonates.

Colin J. Brown, Steven P. Miller, Brian G. Booth, Shawn Andrews, Vann Chau, Kenneth J. Poskitt, Ghassan Hamarneh

NeuroImage, 2014

2013

Uncertainty in Tractography via Tract Confidence Regions.

Colin J. Brown, Brian G. Booth, Ghassan Hamarneh

Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013

K-confidence: Assessing uncertainty in tractography using K optimal paths.

Colin J. Brown, Brian G. Booth, Ghassan Hamarneh

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2011

Use of cubic Bézier curves for route planning.

Costas Xydeas, Colin J. Brown

Proceedings of the 19th European Signal Processing Conference, 2011