BACK TO INDEX

Publications about 'Diffusion MRI/Tensor-valued'
Articles in journal, book chapters
  1. 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]


  2. 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]


  3. 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]


  4. 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]


  5. 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]


  6. 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]


  7. 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]


  8. Ghassan Hamarneh, Chris McIntosh, and Mark S. Drew. Perception-based Visualization of Manifold-Valued Medical Images using Distance-Preserving Dimensionality Reduction. IEEE Transactions on Medical Imaging (IEEE TMI), 30(7):1314-1327, 2011. Keyword(s): Color/Multichannel/Vector-valued, Visualization, Diffusion MRI/Tensor-valued, Functional/Molecular/Dynamic Imaging. [bibtex-key = tmi2011b]


  9. Ghassan Hamarneh and Judith Hradsky. Bilateral Filtering of Diffusion Tensor Magnetic Resonance Images. IEEE Transactions on Image Processing (IEEE TIP), 16(10):2463-2475, 2007. Keyword(s): Processing, Diffusion MRI/Tensor-valued. [bibtex-key = tip2007]


Conference articles
  1. Kayleigh Campbell, Colin J. Brown, Ghassan Hamarneh, Steven Miller, and Tim Oberlander. Disrupted structural network topology of the neonatal brain following prenatal SSRI antidepressant exposure, and its relationship with later infant neurodevelopment and behaviour at 2-years of age. In International Society for Developmental Psychobiology (ISDP), 2022. Keyword(s): Neurodevelopment, Diffusion MRI/Tensor-valued. [bibtex-key = isdp2022]


  2. Mia McLean, Lynne Williams, Colin J. Brown, Ghassan Hamarneh, Cecil Chau, Joanne Weinberg, Anne Synnes, Steven Miller, and Ruth Grunau. Neonatal Pain-related Stress, Neonatal Structural Brain Subnetworks, Cortisol and Behavior at 4 years in Children Born Very Preterm. In 54th Annual Meeting of the International Society for Developmental Psychobiology, Chicago, USA, pages 1, 2021. Keyword(s): Diffusion MRI/Tensor-valued, Neurodevelopment, Connectome, Machine Learning. [bibtex-key = isdp2021]


  3. Mia McLean, Lynne Williams, Jeremy Kawahara, Colin J. Brown, Ghassan Hamarneh, Joanne Weinberg, Anne Synnes, Steven Miller, and Ruth Grunau. Associations Between Neonatal Pain-Related Stress, Neonatal Brain Structural Connectome, and Behavior at School Age in Children Born Very Preterm. In 6th Annual Research Day Brain, Behaviour and Development (BB&D), Vancouver, Canada, pages 1, 2021. Keyword(s): Diffusion MRI/Tensor-valued, Neurodevelopment, Connectome, Machine Learning. [bibtex-key = bcbbd2021]


  4. Jeremy Kawahara, Colin J. Brown, and Ghassan Hamarneh. Connectome Priors in Deep Neural Networks to Predict Autism (Kawahara and Brown: Joint first authors). In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 110-113, 2018. Keyword(s): Diffusion MRI/Tensor-valued, Autism, Connectome, Machine Learning, Deep Learning, Classification. [bibtex-key = isbi2018c]


  5. 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]


  6. 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]


  7. 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]


  8. Jenna Smith-Forrester, Naama Rotem-Kohavi, Colin J. Brown, Ghassan Hamarneh, and Naznin Virji-Babul. Changes in Structural Brain Connectivity Following Concussion. In The 9th Annual Canadian Neuroscience Meeting (CAN-ACN). Symposium: Vision and Movement Order and Disorder: From Bench to Bedside, 2015. Keyword(s): Diffusion MRI/Tensor-valued. [bibtex-key = can-acn2015]


  9. 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]


  10. 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]


  11. 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]


  12. 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]


  13. 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]


  14. 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]


  15. 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]


  16. 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]


  17. 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]


  18. 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]


  19. Krishna Nand, Ghassan Hamarneh, and Rafeef Abugharbieh. Diffusion Tensor Image Processing using Biquaternions. In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 538-541, 2012. Keyword(s): Diffusion MRI/Tensor-valued. [bibtex-key = isbi2012b]


  20. 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]


  21. 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]


  22. 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]


  23. Yonas Weldeselassie, Ghassan Hamarneh, Faisal Beg, and Stella Atkins. Novel Decomposition of Tensor Distance into Shape and Orientation Distances. In Medical Image Computing and Computer-Assisted Intervention Workshop on Diffusion Modelling and the Fibre Cup (MICCAI DMFB), pages 173-180, 2009. Keyword(s): Diffusion MRI/Tensor-valued. [bibtex-key = miccai_dmfc2009]


  24. Yonas Weldeselassie, Ghassan Hamarneh, Samantha Palmer, Martin McKeown, and Stella Atkins. Diffusion Properties of Cortico-Striatal White Matter Tractography As Sensistive Markers of Parkinson's Disease. In The 17th Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), 2009. Keyword(s): Diffusion MRI/Tensor-valued. [bibtex-key = ismrm2009]


  25. Mark S. Drew and Ghassan Hamarneh. Visualizing Diffusion Tensor Dissimilarity using an ICA Based Perceptual Color Metric. In Color Imaging (IS&T/SID CI), pages 42-47, 2007. Keyword(s): Visualization, Diffusion MRI/Tensor-valued, Color. [bibtex-key = ci2007]


  26. Yonas Weldeselassie and Ghassan Hamarneh. DT-MRI Segmentation Using Graph Cuts. In SPIE Medical Imaging, volume 6512-1K, pages 1-9, 2007. Keyword(s): Segmentation, Diffusion MRI/Tensor-valued, Graph based. [bibtex-key = spiemi2007b]


  27. Yonas Weldeselassie, Ghassan Hamarneh, and Daniel Weiskopf. Tensor Distance Based Adaptive Seeding Algorithm for DT-MRI Visualization. In SPIE Medical Imaging, volume 65092M, pages 1-9, 2007. Keyword(s): Visualization, Diffusion MRI/Tensor-valued. [bibtex-key = spiemi2007c]


  28. Ghassan Hamarneh and Judith Hradsky. Bilateral Filtering of Diffusion Tensor MR Images. In IEEE International Symposium on Signal Processing and Information Technology (IEEE ISSPIT), pages 508-512, 2006. Keyword(s): Processing, Diffusion MRI/Tensor-valued. [bibtex-key = isspit2006a]


  29. Ghassan Hamarneh and Judith Hradsky. DTMRI Segmentation using DT-Snakes and DT-Livewire. In IEEE International Symposium on Signal Processing and Information Technology (IEEE ISSPIT), pages 513-518, 2006. Keyword(s): Segmentation, Deformable Models, Diffusion MRI/Tensor-valued, Graph based. [bibtex-key = isspit2006b]


Internal reports
  1. Colin J. Brown and Ghassan Hamarneh. Machine Learning on Human Connectome Data from MRI. Technical report arxiv:1611.08699, 11 2016. Keyword(s): Survey/Review, Machine Learning, Connectome, Diffusion MRI/Tensor-valued. [bibtex-key = arxiv:1611.08699]


  2. Masoud Nosrati and Ghassan Hamarneh. Incorporating prior knowledge in medical image segmentation: a survey. Technical report arxiv:1607.01092, 7 2016. Keyword(s): Survey/Review, Diffusion MRI/Tensor-valued, Segmentation, Optimization. [bibtex-key = arxiv:1607.01092]


  3. Ghassan Hamarneh, Chris McIntosh, and Mark S. Drew. Perception-based Visualization of High-Dimensional Medical Images Using Distance Preserving Dimensionality Reduction. Technical report TR 2009-22, School of Computing Science, Simon Fraser University, Burnaby, BC, Canada, 11 2009. Keyword(s): Color/Multichannel/Vector-valued, Visualization, Diffusion MRI/Tensor-valued, Functional/Molecular/Dynamic Imaging. [bibtex-key = sfu_cs2009_22]



BACK TO INDEX



Disclaimer:

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All person copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.



Last modified: Thu Aug 1 12:06:05 2024
Author: hamarneh.

This document was translated from BibTEX by bibtex2html