Well I'd say that a lot of people will agree on the principles of reproducible research and will clearly see the benefits, but I am surprised no one has mentioned yet how challenging this is in practice for neuroimaging. First there are huge issues with anonymization, especially for clinical data. Processing a dataset is one thing, releasing it publicly is another (faces in T1 scans have to be blurred for example).