brainlife.io: A decentralized and open source cloud platform to support neuroscience research
Abstrak
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 (Findable, Accessible, Interoperabile, and Reusable) 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.
Penulis (64)
Soichi Hayashi
Bradley A. Caron
Anibal Sólon Heinsfeld
Sophia Vinci-Booher
Brent McPherson
Daniel N. Bullock
Giulia Bertò
Guiomar Niso
Sandra Hanekamp
Daniel Levitas
Kimberly Ray
Anne MacKenzie
Lindsey Kitchell
Josiah K. Leong
Filipi Nascimento-Silva
Serge Koudoro
Hanna Willis
Jasleen K. Jolly
Derek Pisner
Taylor R. Zuidema
Jan W. Kurzawski
Kyriaki Mikellidou
Aurore Bussalb
Christopher Rorden
Conner Victory
Dheeraj Bhatia
Dogu Baran Aydogan
Fang-Cheng F. Yeh
Franco Delogu
Javier Guaje
Jelle Veraart
Steffen Bollman
Ashley Stewart
Jeremy Fischer
Joshua Faskowitz
Maximilien Chaumon
Ricardo Fabrega
David Hunt
Shawn McKee
Shawn T. Brown
Stephanie Heyman
Vittorio Iacovella
Amanda F. Mejia
Daniele Marinazzo
R. Cameron Craddock
Emanuele Olivetti
Jamie L. Hanson
Paolo Avesani
Eleftherios Garyfallidis
Dan Stanzione
James Carson
Robert Henschel
David Y. Hancock
Craig A. Stewart
David Schnyer
Damian O. Eke
Russell A. Poldrack
Nathalie George
Holly Bridge
Ilaria Sani
Winrich A. Freiwald
Aina Puce
Nicholas L. Port
Franco Pestilli
Akses Cepat
- Tahun Terbit
- 2023
- Bahasa
- en
- Sumber Database
- arXiv
- Akses
- Open Access ✓