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Grenoble Institut des Neurosciences Grenoble Institut des Neurosciences

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Brain morphometry: from voxels to knowledge

on the April 18, 2019

Seminar by Pierrick Coupé (Laboratoire Bordelais de Recherche en Informatique, Talence)

This talk will present our work on patch-based MRI analysis dedicated to quantitative MR analysis, computer-aided diagnosis and brain monitoring. First, I will introduce the principle of our patch-based segmentation method and their extensions. Second, I will show how we have extended our patch-based segmentation framework to patch-based grading of brain structures. Then, the performance of our patch-based grading method to achieve Alzheimer’s disease diagnosis and prognosis will be presented. Afterwards, I will describe the tools that we developed to perform brain monitoring and the pipeline proposed to perform quantitative brain analysis. Finally, the developed open access volBrain platform will be described. To conclude this manuscript, I discuss the limitations and the perspectives of my research about patch-based MRI analysis.

Host: Michel Dojat.

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Amphi Serge Kampf
Updated on April 8, 2019

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