CHRISTOPHER MADAN CHRISTOPHER.MADAN@NOTTINGHAM.AC.UK
Assistant Professor
Scan Once, Analyse Many: Using large open-access neuroimaging datasets to understand the brain
Madan, Christopher R
Authors
Abstract
We are now in a time of readily available brain imaging data. Not only are researchers now sharing data more than ever before, but additionally large-scale data collecting initiatives are underway with the vision that many future researchers will use the data for secondary analyses. Here I provide an overview of available datasets and some example use cases. Example use cases include examining individual differences, more robust findings, reproducibility–both in public input data and availability as a replication sample, and methods development. I further discuss a variety of considerations associated with using existing data and the opportunities associated with large datasets. Suggestions for further readings on general neuroimaging and topic-specific discussions are also provided.
Citation
Madan, C. R. (2022). Scan Once, Analyse Many: Using large open-access neuroimaging datasets to understand the brain. Neuroinformatics, 20, 109-137. https://doi.org/10.1007/s12021-021-09519-6
Journal Article Type | Review |
---|---|
Acceptance Date | Mar 7, 2021 |
Online Publication Date | May 11, 2021 |
Publication Date | 2022-01 |
Deposit Date | Mar 8, 2021 |
Publicly Available Date | May 12, 2022 |
Journal | Neuroinformatics |
Print ISSN | 1539-2791 |
Electronic ISSN | 1559-0089 |
Publisher | Springer Verlag |
Peer Reviewed | Peer Reviewed |
Volume | 20 |
Pages | 109-137 |
DOI | https://doi.org/10.1007/s12021-021-09519-6 |
Keywords | brain imaging; secondary data; connectome; sample size; functional connectivity; fMRI; naturalistic neuroimaging |
Public URL | https://nottingham-repository.worktribe.com/output/4930368 |
Publisher URL | https://link.springer.com/article/10.1007/s12021-021-09519-6 |
Files
Scan Once, Analyse Many: Using Large Open-Access Neuroimaging Datasets to Understand the Brain
(14.9 Mb)
PDF
Publisher Licence URL
https://creativecommons.org/licenses/by/4.0/
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