Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

MR Arbabshirani, S Plis, J Sui, VD Calhoun - Neuroimage, 2017 - Elsevier
Neuroimaging-based single subject prediction of brain disorders has gained increasing
attention in recent years. Using a variety of neuroimaging modalities such as structural …

Data sharing in neuroimaging research

JB Poline, JL Breeze, S Ghosh… - Frontiers in …, 2012 - frontiersin.org
Significant resources around the world have been invested in neuroimaging studies of brain
function and disease. Easier access to this large body of work should have profound impact …

The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments

KJ Gorgolewski, T Auer, VD Calhoun, RC Craddock… - Scientific data, 2016 - nature.com
The development of magnetic resonance imaging (MRI) techniques has defined modern
neuroimaging. Since its inception, tens of thousands of studies using techniques such as …

The Cancer Imaging Archive (TCIA): maintaining and operating a public information repository

K Clark, B Vendt, K Smith, J Freymann, J Kirby… - Journal of digital …, 2013 - Springer
Abstract The National Institutes of Health have placed significant emphasis on sharing of
research data to support secondary research. Investigators have been encouraged to …

SynthMorph: learning contrast-invariant registration without acquired images

M Hoffmann, B Billot, DN Greve… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
We introduce a strategy for learning image registration without acquired imaging data,
producing powerful networks agnostic to contrast introduced by magnetic resonance …

The pediatric imaging, neurocognition, and genetics (PING) data repository

TL Jernigan, TT Brown, DJ Hagler Jr, N Akshoomoff… - Neuroimage, 2016 - Elsevier
The main objective of the multi-site Pediatric Imaging, Neurocognition, and Genetics (PING)
study was to create a large repository of standardized measurements of behavioral and …

Multisite reliability of MR-based functional connectivity

S Noble, D Scheinost, ES Finn, X Shen… - Neuroimage, 2017 - Elsevier
Recent years have witnessed an increasing number of multisite MRI functional connectivity
(fcMRI) studies. While multisite studies provide an efficient way to accelerate data collection …

The Shared Health Research Information Network (SHRINE): a prototype federated query tool for clinical data repositories

GM Weber, SN Murphy, AJ McMurry… - Journal of the …, 2009 - academic.oup.com
The authors developed a prototype Shared Health Research Information Network (SHRINE)
to identify the technical, regulatory, and political challenges of creating a federated query …

Function biomedical informatics research network recommendations for prospective multicenter functional MRI studies

GH Glover, BA Mueller, JA Turner… - Journal of Magnetic …, 2012 - Wiley Online Library
This report provides practical recommendations for the design and execution of multicenter
functional MRI (MC‐fMRI) studies based on the collective experience of the Function …

The BrainMap strategy for standardization, sharing, and meta-analysis of neuroimaging data

AR Laird, SB Eickhoff, PM Fox, AM Uecker, KL Ray… - BMC research …, 2011 - Springer
Background Neuroimaging researchers have developed rigorous community data and
metadata standards that encourage meta-analysis as a method for establishing robust and …