Data:FreeData
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Several sources have made data available for medical image computing research:
fBIRN
fMRI data of 5 healthy subjects scanned multiple times at 10 sites:
http://www.nbirn.net/Resources/Downloads/fBIRN_PhaseI/index.htm
JHU DTI
Susumu Mori's DTI healty subject archive at JHU:
NLM Mayo Collection
A variety of high resolution scans acquired at Mayo clinic and made available by the National Library of Medicine: