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Conference | Brain
From 3/22/2021 to 3/22/2021
Andre F Marquand (Donders Institute for Bain and Cognitio, Radboud Universisty, Nijmegen) will give a talk on Zoom on March 22d.
Invited by: Josselin Houenou
Neuroscience has truly transitioned into the era of big data, yet most analytical approaches still focus principally on detecting group level differences between clinical cohorts. In this talk I will describe a series of machine learning techniques we have developed to move beyond group averages, including normative modelling or ‘brain growth charting’ techniques that allow us to chart variability at the level of each individual. I will illustrate this discussion by showing applications in schizophrenia, autism, ADHD and bipolar disorder which show that the prevalent approach is overly simplistic and disguises considerable variability in most mental disorders. Our approach provide a principled method to parse the heterogeneity in mental disorders and a workable route towards precision medicine in psychiatry.
CEA is a French government-funded technological research organisation in four main areas: low-carbon energies, defense and security, information technologies and health technologies. A prominent player in the European Research Area, it is involved in setting up collaborative projects with many partners around the world.