Dr. Thibault Marin Profile

Dr. Thibault Marin

at Gordon Ctr for Medical Imaging

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Author

Publications (6)

Proceedings Article | 4 April 2022 Presentation + Paper

Variational inference for quantifying inter-observer variability in segmentation of anatomical structures

Xiaofeng Liu, Fangxu Xing, Thibault Marin, Georges El Fakhri, Jonghye Woo

Proceedings Volume 12032, 120321M (2022) https://doi.org/10.1117/12.2604547

KEYWORDS: Image segmentation, Magnetic resonance imaging, Medical imaging, Brain, Databases, Computer programming, Brain mapping, Neural networks, Data modeling, Tumors

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Proceedings Article | 3 March 2011 Paper

Numerical observer for cardiac motion assessment using machine learning

Thibault Marin, Mahdi Kalayeh, P. Pretorius, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7966, 79660G (2011) https://doi.org/10.1117/12.878186

KEYWORDS: Motion estimation, Image filtering, Image quality, Single photon emission computed tomography, Feature extraction, Motion models, Diagnostics, Optical filters, Machine learning, Medical imaging

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Proceedings Article | 3 March 2011 Paper

Channelized relevance vector machine as a numerical observer for cardiac perfusion defect detection task

Mahdi Kalayeh, Thibault Marin, P. Hendrik Pretorius, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7966, 79660E (2011) https://doi.org/10.1117/12.878176

KEYWORDS: Defect detection, Diagnostics, Data modeling, Image quality, Feature extraction, Single photon emission computed tomography, Medical imaging, Performance modeling, Machine learning, Bandpass filters

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Proceedings Article | 13 March 2010 Paper

4D reconstruction of cardiac gated SPECT images using a content-adaptive deformable mesh model

Thibault Marin, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7623, 76230E (2010) https://doi.org/10.1117/12.844004

KEYWORDS: Motion models, Reconstruction algorithms, Single photon emission computed tomography, Motion estimation, Image filtering, Spatial filters, Data modeling, Expectation maximization algorithms, Heart, Statistical modeling

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Proceedings Article | 27 January 2010 Paper

Numerical observer for cardiac motion assessment

Jovan Brankov, Thibault Marin, P. Pretorius, Yongyi Yang, Miles Wernick

Proceedings Volume 7533, 75330G (2010) https://doi.org/10.1117/12.851736

KEYWORDS: Motion models, Single photon emission computed tomography, Feature extraction, Motion estimation, Medical imaging, Quality measurement, Image quality, Image filtering, Nuclear medicine, Diagnostics

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Proceedings Article | 27 March 2009 Paper

Motion-compensated post-processing of gated cardiac SPECT images using a deformable mesh model

Thibault Marin, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7259, 72592E (2009) https://doi.org/10.1117/12.812133

KEYWORDS: Single photon emission computed tomography, Motion estimation, Motion models, Image filtering, Denoising, Heart, Spatial filters, Diagnostics, Linear filtering, Image processing

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Showing 5 of 6 publications

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