학술논문
brainlife.io: a decentralized and open-source cloud platform to support neuroscience research
Document Type
Original Paper
Author
Hayashi, Soichi; Caron, Bradley A.; Heinsfeld, Anibal Sólon; Vinci-Booher, Sophia; McPherson, Brent; Bullock, Daniel N.; Bertò, Giulia; Niso, Guiomar; Hanekamp, Sandra; Levitas, Daniel; Ray, Kimberly; MacKenzie, Anne; Avesani, Paolo; Kitchell, Lindsey; Leong, Josiah K.; Nascimento-Silva, Filipi; Koudoro, Serge; Willis, Hanna; Jolly, Jasleen K.; Pisner, Derek; Zuidema, Taylor R.; Kurzawski, Jan W.; Mikellidou, Kyriaki; Bussalb, Aurore; Chaumon, Maximilien; George, Nathalie; Rorden, Christopher; Victory, Conner; Bhatia, Dheeraj; Aydogan, Dogu Baran; Yeh, Fang-Cheng F.; Delogu, Franco; Guaje, Javier; Veraart, Jelle; Fischer, Jeremy; Faskowitz, Joshua; Fabrega, Ricardo; Hunt, David; McKee, Shawn; Brown, Shawn T.; Heyman, Stephanie; Iacovella, Vittorio; Mejia, Amanda F.; Marinazzo, Daniele; Craddock, R. Cameron; Olivetti, Emanuale; Hanson, Jamie L.; Garyfallidis, Eleftherios; Stanzione, Dan; Carson, James; Henschel, Robert; Hancock, David Y.; Stewart, Craig A.; Schnyer, David; Eke, Damian O.; Poldrack, Russell A.; Bollmann, Steffen; Stewart, Ashley; Bridge, Holly; Sani, Ilaria; Freiwald, Winrich A.; Puce, Aina; Port, Nicholas L.; Pestilli, Franco
Source
Nature Methods: Techniques for life scientists and chemists. 21(5):809-813
Subject
Language
English
ISSN
1548-7091
1548-7105
1548-7105
Abstract
Neuroscience is advancing standardization and tool development to support rigor and transparency. Consequently, data pipeline complexity has increased, hindering FAIR (findable, accessible, interoperable and reusable) access. brainlife.io was developed to democratize neuroimaging research. The platform provides data standardization, management, visualization and processing and automatically tracks the provenance history of thousands of data objects. Here, brainlife.io is described and evaluated for validity, reliability, reproducibility, replicability and scientific utility using four data modalities and 3,200 participants.
brainlife.io is a one-stop cloud platform for data management, visualization and analysis in human neuroscience. It is web-based and provides access to a variety of tools in a reproducible and reliable manner.
brainlife.io is a one-stop cloud platform for data management, visualization and analysis in human neuroscience. It is web-based and provides access to a variety of tools in a reproducible and reliable manner.