Dr. Brian B. Avants Profile

Dr. Brian B. Avants

at Invicro, LLC

SPIE Involvement:

Author

Publications (6)

Proceedings Article | 5 March 2021 Presentation + Paper

Practical applications of machine learning in imaging trials

Jacob Hesterman, Elliot Greenblatt, Andrew Novicki, Ali Ghayoor, Tyler Wellman, Brian Avants

Proceedings Volume 11624, 116240I (2021) https://doi.org/10.1117/12.2581697

KEYWORDS: Machine learning, Clinical trials, Magnetic resonance imaging, Image segmentation, Data storage, Video, Tumors, Super resolution, Prostate cancer, Medical imaging

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Proceedings Article | 29 March 2013 Paper

The ANTs cortical thickness processing pipeline

Nicholas Tustison, Brian Avants, Philip Cook, Gang Song, Sandhitsu Das, Niels van Strien, James Stone, James Gee

Proceedings Volume 8672, 86720K (2013) https://doi.org/10.1117/12.2007128

KEYWORDS: Brain, Neuroimaging, Data modeling, Image segmentation, Image registration, Brain mapping, Medical imaging, Neuroscience, Skull, Magnetic resonance imaging

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Proceedings Article | 29 March 2013 Paper

Longitudinal assessment of treatment effects on pulmonary ventilation using 1H/3He MRI multivariate templates

Nicholas Tustison, Benjamin Contrella, Talissa Altes, Brian Avants, Eduard de Lange, John Mugler

Proceedings Volume 8672, 86720Y (2013) https://doi.org/10.1117/12.2006951

KEYWORDS: Image segmentation, Statistical analysis, Magnetic resonance imaging, Lung, Functional imaging, Visualization, Image processing, Image analysis, Analytical research, Medical imaging

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Proceedings Article | 29 March 2013 Paper

Statistical bias in optimized VBM

Nicholas Tustison, Brian Avants, Philip Cook, James Gee, James Stone

Proceedings Volume 8672, 86720U (2013) https://doi.org/10.1117/12.2006377

KEYWORDS: Statistical analysis, Error analysis, Analytical research, Image segmentation, Medical imaging, Neuroscience, Neuroimaging, Anisotropy, Brain, Image processing

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Proceedings Article | 16 April 2012 Paper

4-D segmentation and normalization of 3He MR images for intrasubject assessment of ventilated lung volumes

Benjamin Contrella, Nicholas Tustison, Talissa Altes, Brian Avants, John Mugler, Eduard de Lange

Proceedings Volume 8317, 83171D (2012) https://doi.org/10.1117/12.911032

KEYWORDS: Image segmentation, Lung, Magnetic resonance imaging, Spirometry, Tissues, Data modeling, 3D modeling, Visualization, Image processing, Image analysis

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Proceedings Article | 9 May 2002 Paper

Soft parametric curve matching in scale-space

Brian Avants, James Gee

Proceedings Volume 4684, (2002) https://doi.org/10.1117/12.467071

KEYWORDS: Annealing, Computer programming, Algorithm development, Detection and tracking algorithms, Data modeling, Stochastic processes, Reliability, Gaussian filters, Image segmentation, 3D image processing

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