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Brain morphometry: from voxels to knowledge

le 18 avril 2019
11h30

Séminaire de 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.

Pierrick Coupé est invité par Michel Dojat.


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Amphi Serge Kampf
Mise à jour le 8 avril 2019

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