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An Open Resource for Non-human Primate Imaging.

Published version
Peer-reviewed

Type

Article

Change log

Authors

Milham, Michael P 
Ai, Lei 
Koo, Bonhwang 
Xu, Ting 
Amiez, Céline 

Abstract

Non-human primate neuroimaging is a rapidly growing area of research that promises to transform and scale translational and cross-species comparative neuroscience. Unfortunately, the technological and methodological advances of the past two decades have outpaced the accrual of data, which is particularly challenging given the relatively few centers that have the necessary facilities and capabilities. The PRIMatE Data Exchange (PRIME-DE) addresses this challenge by aggregating independently acquired non-human primate magnetic resonance imaging (MRI) datasets and openly sharing them via the International Neuroimaging Data-sharing Initiative (INDI). Here, we present the rationale, design, and procedures for the PRIME-DE consortium, as well as the initial release, consisting of 25 independent data collections aggregated across 22 sites (total = 217 non-human primates). We also outline the unique pitfalls and challenges that should be considered in the analysis of non-human primate MRI datasets, including providing automated quality assessment of the contributed datasets.

Description

Keywords

Animals, Brain, Connectome, Datasets as Topic, Information Dissemination, Magnetic Resonance Imaging, Neuroimaging, Primates

Journal Title

Neuron

Conference Name

Journal ISSN

0896-6273
1097-4199

Volume Title

100

Publisher

Elsevier BV