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Publications of Brian G. Booth at Hamarneh Lab
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Brian G. Booth.
Diffusion MRI Analysis Techniques Inspired by the Preterm Infant Brain.
Doctoral Thesis,
School of Computing Science, Faculty of Applied Sciences, Simon Fraser University,
November 2015.
[bibtex-key = phd2015booth]
Articles in journal, book chapters
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Colin J. Brown,
Steven Miller,
Brian G. Booth,
Jill Zwicker,
Ruth Grunau,
Anne Synnes,
Vann Chau,
and Ghassan Hamarneh.
Predictive connectome subnetwork extraction with anatomical and connectivity priors.
Computerized Medical Imaging and Graphics (CMIG),
71(January):67-78,
2018.
Keyword(s): Diffusion MRI/Tensor-valued,
Autism,
Neurodevelopment,
Connectome,
Machine Learning.
[bibtex-key = cmig2018b]
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Jeremy Kawahara,
Colin J. Brown,
Steven Miller,
Brian G. Booth,
Vann Chau,
Ruth Grunau,
Jill Zwicker,
and Ghassan Hamarneh.
BrainNetCNN: Convolutional Neural Networks for Brain Networks; Towards Predicting Neurodevelopment (Brown and Kawahara: Joint first authors).
NeuroImage,
146(1):1038-1049,
2017.
Keyword(s): Diffusion MRI/Tensor-valued,
Neurodevelopment,
Connectome,
Machine Learning,
Deep Learning.
[bibtex-key = neuroimage2017]
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Urs Ribary,
Alex L. Mackay,
Alexander Rauscher,
Christine M. Tipper,
Debbie Giaschi,
Todd S. Woodward,
Vesna Sossi,
Sam M. Doesburg,
Lawrence M. Ward,
Anthony Herdman,
Ghassan Hamarneh,
Brian G. Booth,
and Alexander Moiseev.
Emerging neuroimaging technologies: Towards future personalized diagnostics, prognosis, targeted intervention and ethical challenges. (Chapter 2).
Neuroethics: Anticipating the Future,
pp 15-53,
2016.
ISBN: 9780198786832.
Keyword(s): Diffusion MRI/Tensor-valued.
[bibtex-key = neuroethics2016]
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Brian G. Booth and Ghassan Hamarneh.
Diffusion MRI for Brain Connectivity Mapping and Analysis (Chapter 7).
MRI: Physics, Image Reconstruction, and Analysis,
pp 137-171,
2015.
ISBN: 9781482298871.
Keyword(s): Diffusion MRI/Tensor-valued.
[bibtex-key = crc2015b]
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Brian G. Booth,
Steven Miller,
Colin J. Brown,
Kenneth Poskitt,
Vann Chau,
Ruth Grunau,
Anne Synnes,
and Ghassan Hamarneh.
STEAM - Statistical Template Estimation for Abnormality Mapping: a Personalized DTI Analysis Technique with Applications to the Screening of Preterm Infants.
NeuroImage,
125:705-723,
2015.
Keyword(s): Diffusion MRI/Tensor-valued,
Neurodevelopment,
Connectome,
Datasets,
Synthesis/Simulation/Augmentation.
[bibtex-key = neuroimage2015]
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Colin J. Brown,
Steven Miller,
Brian G. Booth,
Shawn Andrews,
Vann Chau,
Ken Poskitt,
and Ghassan Hamarneh.
Structural Network Analysis of Brain Development in Young Preterm Neonates.
NeuroImage,
101(0):667-680,
2014.
Keyword(s): Diffusion MRI/Tensor-valued,
Neurodevelopment,
Connectome.
[bibtex-key = neuroimage2014]
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Brian G. Booth and Ghassan Hamarneh.
Brain Connectivity Mapping and Analysis using Diffusion MRI (Chapter 19).
Medical Imaging: Technology and Applications,
pp 529-563,
2013.
ISBN: 9781466582620.
Keyword(s): Diffusion MRI/Tensor-valued.
[bibtex-key = crc2013b]
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Colin J. Brown,
Kathleen Moriarty,
Steven Miller,
Brian G. Booth,
Vann Chau,
Anne Synnes,
Ruth Grunau,
and Ghassan Hamarneh.
Prediction of Brain Network Age and Factors of Delayed Maturation in Very Preterm Infants.
In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI),
volume 10433,
pages 84-91,
2017.
Keyword(s): Neurodevelopment,
Machine Learning.
[bibtex-key = miccai2017b]
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Bebart Janbek,
Brian G. Booth,
and Ghassan Hamarneh.
A Tensor Field Mumford-Shah Segmentation of Neural Pathways in DW-MRI.
In Society for Industrial and Applied Mathematics (SIAM) Annual Meeting, Pittsburgh, Pennsylvania, USA,
pages 1,
2017.
Keyword(s): Diffusion MRI/Tensor-valued,
Segmentation,
Optimization.
[bibtex-key = siam2017b]
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Jeremy Kawahara,
Colin J. Brown,
Steven Miller,
Brian G. Booth,
Vann Chau,
Ruth Grunau,
Jill Zwicker,
and Ghassan Hamarneh.
BrainNetCNN: Artificial Convolutional Neural Networks for Connectomes.
In 2nd Annual Health Technology Symposium, Vancouver, Canada,
pages 1,
2017.
Keyword(s): Diffusion MRI/Tensor-valued,
Neurodevelopment,
Connectome,
Machine Learning,
Deep Learning,
Classification.
[bibtex-key = healthtech2017c]
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Colin J. Brown,
Steven Miller,
Brian G. Booth,
Jill Zwicker,
Ruth Grunau,
Anne Synnes,
Vann Chau,
and Ghassan Hamarneh.
Predictive Subnetwork Extraction with Structural Priors for Infant Connectomes.
In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI),
volume 9900,
pages 175-183,
2016.
Keyword(s): Neurodevelopment,
Machine Learning.
[bibtex-key = miccai2016b]
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Colin J. Brown,
Steven Miller,
Brian G. Booth,
Jill Zwicker,
Ruth Grunau,
Anne Synnes,
Vann Chau,
and Ghassan Hamarneh.
Predictive Subnetwork Extraction with Structural Priors for Infant Connectomes.
In Annual Neuroscience Extravaganza, Centre for Brain Health, BC, Canada,
2016.
Keyword(s): Neurodevelopment,
Machine Learning.
[bibtex-key = neuroscix2016b]
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Jeremy Kawahara,
Colin J. Brown,
Steven Miller,
Brian G. Booth,
Vann Chau,
Ruth Grunau,
Jill Zwicker,
and Ghassan Hamarneh.
BrainNetCNN: Artificial Convolutional Neural Networks for Connectomes.
In Annual Neuroscience Extravaganza, Centre for Brain Health, BC, Canada,
2016.
Keyword(s): Diffusion MRI/Tensor-valued,
Neurodevelopment,
Connectome,
Machine Learning,
Deep Learning.
[bibtex-key = neuroscix2016a]
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Colin J. Brown,
Steven Miller,
Brian G. Booth,
Ken Poskitt,
Vann Chau,
Anne Synnes,
Jill Zwicker,
Ruth Grunau,
and Ghassan Hamarneh.
Prediction of Motor Function in Very Preterm Infants using Connectome Features and Local Synthetic Instances.
In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI),
volume 9349,
pages 69-76,
2015.
Keyword(s): Neurodevelopment,
Machine Learning,
Synthesis/Simulation/Augmentation.
[bibtex-key = miccai2015a]
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Brian G. Booth and Ghassan Hamarneh.
DTI-DeformIt: Generating Ground-Truth Validation Data for Diffusion Tensor Image Analysis Tasks.
In IEEE International Symposium on Biomedical Imaging (IEEE ISBI),
pages 730-733,
2014.
Keyword(s): Diffusion MRI/Tensor-valued,
Synthesis/Simulation/Augmentation,
Software and Tools,
Validation,
Physical Modelling.
[bibtex-key = isbi2014b]
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Colin J. Brown,
Steven Miller,
Brian G. Booth,
Shawn Andrews,
Vann Chau,
Ken Poskitt,
and Ghassan Hamarneh.
Analysis of Structural Connectome Development in Healthy Preterm Neonates.
In Annual Neuroscience Extravaganza, Brain Research Centre, UBC,
2014.
Keyword(s): Diffusion MRI/Tensor-valued,
Neurodevelopment.
[bibtex-key = neuroscix2014]
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Brian G. Booth and Ghassan Hamarneh.
A Cross-sectional Piecewise Constant Model for Segmenting Highly Curved Fiber Tracts in Diffusion MR Images.
In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI),
volume 8151,
pages 469-476,
2013.
Keyword(s): Diffusion MRI/Tensor-valued,
Segmentation.
[bibtex-key = miccai2013b]
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Brian G. Booth,
Steven Miller,
Vann Chau,
Ken Poskitt,
and Ghassan Hamarneh.
Modelling the Healthy Premature Infant Brain.
In Annual Neuroscience Extravaganza, Brain Research Centre, UBC,
2013.
Keyword(s): Diffusion MRI/Tensor-valued,
Neurodevelopment.
[bibtex-key = neuroscix2013]
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Colin J. Brown,
Brian G. Booth,
and Ghassan Hamarneh.
K-Confidence: Assessing Uncertainty in Tractography using k Optimal Paths.
In IEEE International Symposium on Biomedical Imaging (IEEE ISBI),
pages 250-253,
2013.
Keyword(s): Diffusion MRI/Tensor-valued,
Optimization,
Uncertainty.
[bibtex-key = isbi2013a]
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Colin J. Brown,
Brian G. Booth,
and Ghassan Hamarneh.
Uncertainty in Tractography via Tract Confidence Regions.
In Medical Image Computing and Computer-Assisted Intervention Workshop on Computational Diffusion MRI (MICCAI CDMRI),
pages 13-22,
2013.
Keyword(s): Uncertainty,
Diffusion MRI/Tensor-valued.
[bibtex-key = miccai_cdmri2013]
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Shawn Andrews,
Brian G. Booth,
Steven Miller,
Vann Chau,
Ken Poskitt,
and Ghassan Hamarneh.
Towards highly-automated detection of white matter injury in prematurely born babies from diffusion tensor MRI.
In NeuroDevNet Brain Development Conference,
pages 99,
2012.
Keyword(s): Diffusion MRI/Tensor-valued,
Neurodevelopment.
[bibtex-key = neurodevnet2012]
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Brian G. Booth and Ghassan Hamarneh.
Competitive Tractography for Extracting Brain Connectivity from Diffusion MRI.
In The 6th Annual Canadian Neuroscience Meeting (CAN-ACN),
2012.
Keyword(s): Diffusion MRI/Tensor-valued,
Graph based.
[bibtex-key = can-acn2012]
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Brian G. Booth and Ghassan Hamarneh.
Global Multi-Region Competitive Tractography.
In IEEE workshop on Mathematical Methods for Biomedical Image Analysis (IEEE MMBIA),
pages 73-78,
2012.
Keyword(s): Diffusion MRI/Tensor-valued,
Uncertainty.
[bibtex-key = mmbia2012a]
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Brian G. Booth,
Steven Miller,
Vann Chau,
Ken Poskitt,
and Ghassan Hamarneh.
Modelling the Healthy Premature Infant Brain.
In Child and Family Research Imaging Facility Grand Opening Event,
2012.
Keyword(s): Diffusion MRI/Tensor-valued,
Neurodevelopment.
[bibtex-key = cfri2012]
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Brian G. Booth and Ghassan Hamarneh.
Consistent Information Content Estimation for Diffusion Tensor MR Images.
In IEEE Conference on Healthcare Informatics, Imaging and Systems Biology (IEEE HISB),
pages 166-173,
2011.
Keyword(s): Diffusion MRI/Tensor-valued.
[bibtex-key = hisb2011a]
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Brian G. Booth and Ghassan Hamarneh.
Exact Integration of Diffusion Orientation Distribution Functions for Graph-Based Diffusion MRI Analysis.
In IEEE International Symposium on Biomedical Imaging (IEEE ISBI),
pages 935-938,
2011.
Keyword(s): Diffusion MRI/Tensor-valued,
Graph based.
[bibtex-key = isbi2011]
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Krishna Nand,
Rafeef Abugharbieh,
Brian G. Booth,
and Ghassan Hamarneh.
Detecting Structure in Diffusion Tensor MR Images.
In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI),
volume 6892,
pages 90-97,
2011.
Keyword(s): Diffusion MRI/Tensor-valued,
Processing,
Anatomical Trees and Tubular Structures.
[bibtex-key = miccai2011c]
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Last modified: Thu Aug 1 12:06:05 2024
Author: hamarneh.
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