Dr. Christian Desrosiers Profile

Dr. Christian Desrosiers

at Ecole de Technologie Superieure

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Author

Publications (6)

SPIE Journal Paper | 21 April 2021 Open Access

Deep CNN models for predicting COVID-19 in CT and x-ray images

Ahmad Chaddad, Lama Hassan, Christian Desrosiers

JMI, Vol. 8, Issue S1, 014502, (April 2021) https://doi.org/10.1117/12.10.1117/1.JMI.8.S1.014502

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Proceedings Article | 15 February 2021 Presentation + Paper

Differentiation of Parkinson’s disease and non-Parkinsonian olfactory dysfunction with structural MRI data

Jie Mei, Cécilia Tremblay, Nikola Stikov, Christian Desrosiers, Johannes Frasnelli

Proceedings Volume 11597, 115971E (2021) https://doi.org/10.1117/12.2581233

KEYWORDS: Magnetic resonance imaging, Neuroimaging, Neural networks, Machine learning, Image classification, Brain

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Proceedings Article | 24 March 2016 Paper

Phenotypic characterization of glioblastoma identified through shape descriptors

Ahmad Chaddad, Christian Desrosiers, Matthew Toews

Proceedings Volume 9785, 97852M (2016) https://doi.org/10.1117/12.2209121

KEYWORDS: Visualization, Tissues, Image segmentation, Shape analysis, Magnetic resonance imaging, Feature extraction, Cancer, CAD systems, Machine learning, Tumors, Image registration, Brain

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Proceedings Article | 21 March 2016 Paper

GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes

Ahmad Chaddad, Christian Desrosiers, Matthew Toews

Proceedings Volume 9784, 978424 (2016) https://doi.org/10.1117/12.2214491

KEYWORDS: Magnetic resonance imaging, Image analysis, Image restoration, Brain, Feature extraction, Cancer, Image registration, 3D modeling, Tissues, Image segmentation, Tumors, Data modeling, Image classification

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Proceedings Article | 14 February 2012 Paper

Image segmentation using random-walks on the histogram

Jean-Philippe Morin, Christian Desrosiers, Luc Duong

Proceedings Volume 8314, 83140U (2012) https://doi.org/10.1117/12.912435

KEYWORDS: Image segmentation, Brain, Neuroimaging, Image processing algorithms and systems, Magnetic resonance imaging, Computed tomography, Stochastic processes, X-ray computed tomography, Medical imaging, Image compression

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Proceedings Article | 2 March 2011 Paper

Intensity-based hierarchical clustering in CT-scans: application to interactive segmentation in cardiology

Jonathan Hadida, Christian Desrosiers, Luc Duong

Proceedings Volume 7964, 79641R (2011) https://doi.org/10.1117/12.878285

KEYWORDS: Image segmentation, Image processing algorithms and systems, Cardiology, Visualization, Arteries, Image processing, Computed tomography, Angiography, Machine learning, Data processing

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Showing 5 of 6 publications

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