Developing Robust Imaging biomarkers for Neurodegenerative Diseases with Federated Data Analysis and Community Standards

In this presentation, I will review some of the challenges that neuroscience and neuroimaging are facing, and in particular the challenges of reproducible and generalizable studies in the context of data distributed with various legal and ethical constraints. These challenges are both technical and sociological, and I will take a few examples of neuroinformatics projects developed in my laboratory or in collaboration to help data sharing and analysis with the objective to develop imaging biomarkers for Parkinson Disease. I will open the discussion on some key aspect to consider, for instance how these infrastructures can be maintained and how their governance structure should be thought. 

Host: Michel Dojat.