Neuroinformatics: from image analysis to genomics

Olivier Colliot (ARAMIS Team)
Thursday, June 4, 2015 - 10:30
Room Aurigny
Talk abstract: 


The past 20 years have witnessed a tremendous development of both neuroimaging and genomic technologies, which have opened entirely new avenues to study neurological disorders.
However, the complexity of the data generated by these techniques poses important challenges to computational and statistical analysis. The first part of this talk will focus on approaches for modeling brain structure from neuroimaging data, in order to build digital phenotypes of the patients. We will in particular focus on quantification of brain structures, deformation models and machine learning approaches for disease prediction. We will then review the main challenges associated to the integration of neuroimaging and genomic data.

 

Olivier Colliot
ARAMIS Laboratory, Paris, France - www.aramislab.fr
CNRS, Inria, Inserm, Université Pierre et Marie Curie, Institut du Cerveau et de la Moelle épinière