Colin J. Brown

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 10

Top Topics

Positive Samples

Machine Learning

Top Venues

Publications

Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
Multi-sample ζ-mixup: richer, more realistic synthetic samples from a p-series interpolant. J. Big Data 11 (1) (2024)
Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
Multi-Sample ζ-mixup: Richer, More Realistic Synthetic Samples from a p-Series Interpolant. CoRR (2022)
Colin J. Brown, Steven P. Miller, Brian G. Booth, Jill G. Zwicker, Ruth E. Grunau, Anne R. Synnes, Vann Chau, Ghassan Hamarneh
Predictive connectome subnetwork extraction with anatomical and connectivity priors. Comput. Medical Imaging Graph. 71 (2019)
Colin J. Brown, Jeremy Kawahara, Ghassan Hamarneh
Connectome priors in deep neural networks to predict autism. ISBI (2018)
Jeremy Kawahara, Colin J. Brown, Steven P. Miller, Brian G. Booth, Vann Chau, Ruth E. Grunau, Jill G. Zwicker, Ghassan Hamarneh
BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment. NeuroImage 146 (2017)
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
Prediction of Brain Network Age and Factors of Delayed Maturation in Very Preterm Infants. MICCAI (1) (2017)
Brian G. Booth, Steven P. Miller, Colin J. Brown, Kenneth J. Poskitt, Vann Chau, Ruth E. Grunau, Anne R. Synnes, Ghassan Hamarneh
STEAM - Statistical Template Estimation for Abnormality Mapping: A personalized DTI analysis technique with applications to the screening of preterm infants. NeuroImage 125 (2016)
Colin J. Brown, Steven P. Miller, Brian G. Booth, Jill G. Zwicker, Ruth E. Grunau, Anne R. Synnes, Vann Chau, Ghassan Hamarneh
Predictive Subnetwork Extraction with Structural Priors for Infant Connectomes. MICCAI (1) (2016)
Colin J. Brown, Ghassan Hamarneh
Machine Learning on Human Connectome Data from MRI. CoRR (2016)
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
Prediction of Motor Function in Very Preterm Infants Using Connectome Features and Local Synthetic Instances. MICCAI (1) (2015)
Colin J. Brown, Steven P. Miller, Brian G. Booth, Shawn Andrews, Vann Chau, Kenneth J. Poskitt, Ghassan Hamarneh
Structural network analysis of brain development in young preterm neonates. NeuroImage 101 (2014)
Colin J. Brown, Brian G. Booth, Ghassan Hamarneh
Uncertainty in Tractography via Tract Confidence Regions. CDMRI/MMBC@MICCAI (2013)
Colin J. Brown, Brian G. Booth, Ghassan Hamarneh
K-confidence: Assessing uncertainty in tractography using K optimal paths. ISBI (2013)
Costas Xydeas, Colin J. Brown
Use of cubic Bézier curves for route planning. EUSIPCO (2011)