Back to Search Start Over

brainlife.io : A decentralized and open source cloud platform to support neuroscience research.

Authors :
Hayashi S
Caron BA
Heinsfeld AS
Vinci-Booher S
McPherson B
Bullock DN
Bertò G
Niso G
Hanekamp S
Levitas D
Ray K
MacKenzie A
Kitchell L
Leong JK
Nascimento-Silva F
Koudoro S
Willis H
Jolly JK
Pisner D
Zuidema TR
Kurzawski JW
Mikellidou K
Bussalb A
Rorden C
Victory C
Bhatia D
Baran Aydogan D
Yeh FF
Delogu F
Guaje J
Veraart J
Bollman S
Stewart A
Fischer J
Faskowitz J
Chaumon M
Fabrega R
Hunt D
McKee S
Brown ST
Heyman S
Iacovella V
Mejia AF
Marinazzo D
Craddock RC
Olivetti E
Hanson JL
Avesani P
Garyfallidis E
Stanzione D
Carson J
Henschel R
Hancock DY
Stewart CA
Schnyer D
Eke DO
Poldrack RA
George N
Bridge H
Sani I
Freiwald WA
Puce A
Port NL
Pestilli F
Source :
ArXiv [ArXiv] 2023 Aug 11. Date of Electronic Publication: 2023 Aug 11.
Publication Year :
2023

Abstract

Neuroscience research has expanded dramatically over the past 30 years by advancing standardization and tool development to support rigor and transparency. Consequently, the complexity of the data pipeline has also increased, hindering access to FAIR data analysis to portions of the worldwide research community. brainlife.io was developed to reduce these burdens and democratize modern neuroscience research across institutions and career levels. Using community software and hardware infrastructure, the platform provides open-source data standardization, management, visualization, and processing and simplifies the data pipeline. brainlife.io automatically tracks the provenance history of thousands of data objects, supporting simplicity, efficiency, and transparency in neuroscience research. Here brainlife.io's technology and data services are described and evaluated for validity, reliability, reproducibility, replicability, and scientific utility. Using data from 4 modalities and 3,200 participants, we demonstrate that brainlife.io's services produce outputs that adhere to best practices in modern neuroscience research.<br />Competing Interests: Competing interests. The authors declare no competing financial interests.

Details

Language :
English
ISSN :
2331-8422
Database :
MEDLINE
Journal :
ArXiv
Accession number :
37332566