ReviewImaging neuroscience (Cambridge, Mass.)2024
The past, present, and future of the brain imaging data structure (BIDS).
Abstract readReview
In one paragraph
Review in Imaging neuroscience (Cambridge, Mass.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.
0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed
–field-weighted citation impact
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
43 citing papers in PubMed.
- Cerebellar Transcranial Alternating Current Stimulation in the Theta Band Prevents Recall of the Initial Fear Association After Extinction Training.Human brain mapping · 2026Trial
- Reconciling global collaboration and data sovereignty in neuroscience.Nature neuroscience · 2026Review
- Building an open infrastructure for molecular neuroimaging: Standards and tools from the OpenNeuroPET initiative.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2026Review
- Practical considerations for dense longitudinal neuroimaging: Ten simple rules for frequent scanning over short time periods.Developmental cognitive neuroscience · 2026Article
- Benchmarking Generalizability in Deep Learning-Based White Matter Tract Segmentation.bioRxiv : the preprint server for biology · 2026Article
- SNIRF2BIDS: a GUI-based tool for converting functional near-infrared spectroscopy data to the Brain Imaging Data Structure in R.Neurophotonics · 2026Article
- Accelerating Research on Brain Aging: Enabling Brain Imaging Data Sharing in the Open Science Landscape.European journal of neurology · 2026Review
- PyNeon: A Python package for the analysis of Neon multimodal mobile eye-tracking data.Behavior research methods · 2026Article
- In silico models in oncology, neurology, and epidemiology: systems-level and multiscale perspectives.NPJ systems biology and applications · 2026Review
- Building an open ecosystem for molecular neuroimaging: standards and tools from the OpenNeuroPET initiative.bioRxiv : the preprint server for biology · 2026Article
- Highly replicable multisite patterns of adolescent white matter maturation.bioRxiv : the preprint server for biology · 2026Article
- Introducing the Truth Effect Database (TED): An open trial-level resource promoting FAIR data in truth effect research.Behavior research methods · 2026Article
- A Community Standard Multispecies Cell Atlas of the Basal Ganglia.bioRxiv : the preprint server for biology · 2026Article
- Article
- Deep learning in fetal, infant, and toddler neuroimaging research.Developmental cognitive neuroscience · 2026Review
- FAIR m-BIDS: Advancing brain data utilization through multimodal and FAIR principles.Scientific data · 2026Article
- Eye-Tracking-BIDS: the Brain Imaging Data Structure extended to gaze position and pupil data.bioRxiv : the preprint server for biology · 2026Article
- DermIDS: Dermatology imaging data structure for scalable and interoperable AI systems.Proceedings of SPIE--the International Society for Optical Engineering · 2026Article
- Fidelity of Spatiotemporal Patterns of Brain Activity Across Sampling Rate, Scan Duration, and Frequency Content.bioRxiv : the preprint server for biology · 2026Article
- NeuroFAIR curator: an AI-assisted framework for metadata enrichment, quality screening, curation prioritization, and FAIR readiness of brain tumor MRI data.Frontiers in neuroinformatics · 2026Article
Corrections and comments
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Authors and funding
115 authors.
Russell A PoldrackDepartment of Psychology, Stanford University, Stanford, CA, United States.
Christopher J MarkiewiczDepartment of Psychology, Stanford University, Stanford, CA, United States.
Stefan AppelhoffMax Planck Institute for Human Development, Berlin, Germany.
Yoni K AsharUniversity of Colorado Anschutz Medical Campus, Aurora, CO, United States.
Tibor AuerSchool of Psychology, University of Surrey, Guildford, United Kingdom.
Sylvain BailletMcConnell Brain Imaging Centre, Montréal Neurological Institute, McGill University, Montréal, Canada.
Shashank BansalDepartment of Bioengineering, University of California, San Diego, La Jolla, CA, United States.
Leandro BeltrachiniCardiff University Brain Research Imaging Centre (CUBRIC), School of Physics and Astronomy, Cardiff University, Wales, United Kingdom.
Christian G BenarAix Marseille Université, INSERM, INS, Inst Neurosci Syst, Marseille, France.
Giacomo BertazzoliNeurophysiology Lab, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy.
Suyash BhogawarRackspace Technology, San Antonio, TX, United States.
Ross W BlairDepartment of Psychology, Stanford University, Stanford, CA, United States.
Marta BortolettoNeurophysiology Lab, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy.
Mathieu BoudreauNeuroPoly Lab, Polytechnique Montréal, Montréal, Quebec, Canada.
Teon L BrooksDepartment of Psychology, Stanford University, Stanford, CA, United States.
Vince D CalhounTri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, GA, United States.
Filippo Maria CastelliEuropean Laboratory for Non-Linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy.
Patricia ClementDepartment of Medical Imaging, Ghent University Hospital, Ghent, Belgium.
Alexander L CohenDepartment of Neurology, Boston Children's Hospital, Boston, MA, United States.
Julien Cohen-AdadNeuroPoly Lab, Polytechnique Montréal, Montréal, Quebec, Canada.
Sasha D'AmbrosioDepartment of Health Sciences, Università degli Studi di Milano, Milan, Italy.
Gilles de HollanderZurich Center for Neuroeconomics, Department of Economics, University of Zurich, Zurich, Switzerland.
María de la Iglesia-VayáCenter for Biomedical Research in Mental Health Network (CIBERSAM), UMIB-FISABIO, Valencia, Spain.
Alejandro de la VegaThe University of Texas at Austin, Austin, TX, United States.
Arnaud DelormeSCCN, University of California, San Diego, La Jolla, CA, United States.
Orrin DevinskyDepartment of Neurology, NYU Langone Medical Center, New York, NY, United States.
Dejan DraschkowDepartment of Experimental Psychology, University of Oxford, Oxford, United Kingdom.
Eugene Paul DuffUK Dementia Research Institute, Department of Brain Sciences, Imperial College London, London, United Kingdom.
Elizabeth DuPreDepartment of Psychology, Stanford University, Stanford, CA, United States.
Eric EarlIntramural Research Program, National Institute of Mental Health, Bethesda, MD, United States.
Oscar EstebanDepartment of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
Franklin W FeingoldDepartment of Psychology, Stanford University, Stanford, CA, United States.
Guillaume FlandinWellcome Centre for Human Neuroimaging, University College London, London, England, United Kingdom.
Anthony GalassiIntramural Research Program, National Institute of Mental Health, Bethesda, MD, United States.
Giuseppe GallittoCenter for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany.
Melanie GanzDepartment of Computer Science, University of Copenhagen, Copenhagen, Denmark.
Rémi GauNeuro Data Science ORIGAMI Laboratory, McConnell Brain Imaging Centre, Faculty of Medicine, McGill University, Montréal, Canada.
James GholamCardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Wales, United Kingdom.
Satrajit S GhoshMassachusetts Institute of Technology, Cambridge, MA, United States.
Alessio GiacomelDepartment of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, England, United Kingdom.
Ashley G GillmanThe Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Townsville, Queensland, Australia.
Padraig GleesonDepartment of Neuroscience, Physiology and Pharmacology, University College London, London, England, United Kingdom.
Alexandre GramfortInria, CEA, Université Paris-Saclay, Palaiseau, France.
Samuel GuayUniversité de Montréal, Montréal, QC, Canada.
Giacomo GuidaliDepartment of Psychology & NeuroMI - Milan Centre for Neuroscience, University of Milano-Bicocca, Milan, Italy.
Yaroslav O HalchenkoCenter for Open Neuroscience, Department of Psychological and Brain Sciences, Dartmouth College, NH, United States.
Daniel A HandwerkerIntramural Research Program, National Institute of Mental Health, Bethesda, MD, United States.
Nell HardcastleDepartment of Psychology, Stanford University, Stanford, CA, United States.
Peer HerholzNeuro Data Science ORIGAMI Laboratory, McConnell Brain Imaging Centre, Faculty of Medicine, McGill University, Montréal, Canada.
Dora HermesDepartment of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, United States.
Christopher J HoneyDepartment of Psychological & Brain Sciences, Johns Hopkins University, Baltimore, MD, United States.
Robert B InnisIntramural Research Program, National Institute of Mental Health, Bethesda, MD, United States.
Horea-Ioan IoanasCenter for Open Neuroscience, Department of Psychological and Brain Sciences, Dartmouth College, NH, United States.
Andrew JahnFunctional MRI Laboratory, University of Michigan, Ann Arbor, MI, United States.
Agah KarakuzuNeuroPoly Lab, Polytechnique Montréal, Montréal, Quebec, Canada.
David B KeatorChange Your Brain Change Your Life Foundation, Costa Mesa, CA, United States.
Gregory KiarCenter for Data Analytics, Innovation, and Rigor, Child Mind Institute, New York, NY, United States.
Balint KincsesCenter for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany.
Angela R LairdDepartment of Physics, Florida International University, Miami, FL, United States.
Jonathan C LauDepartment of Clinical Neurological Sciences, Western University, London, Ontario, Canada.
Alberto LazariWellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom.
Jon Haitz LegarretaDepartment of Radiology, Brigham and Women's Hospital, Mass General Brigham/Harvard Medical School, Boston, MA, United States.
Adam LiColumbia University, New York, NY, United States.
Xiangrui LiCenter for Cognitive and Behavioral Brain Imaging, The Ohio State University, Columbus, OH, United States.
Bradley C LoveUniversity College London, London, United Kingdom.
Hanzhang LuJohns Hopkins University School of Medicine, Baltimore, MD, United States.
Eleonora MarcantoniSchool for Psychology and Neuroscience and Centre for Cognitive Neuroimaging, University of Glasgow, Glasgow, Scotland.
Camille MaumetInria, Univ Rennes, CNRS, Inserm, IRISA UMR 6074, Empenn ERL U 1228, Rennes, France.
Giacomo MazzamutoNational Research Council - National Institute of Optics (CNR-INO), Florence, Italy.
Steven L MeislerProgram in Speech and Hearing Bioscience and Technology, Harvard University, Cambridge, MA, United States.
Mark MikkelsenDepartment of Radiology, Weill Cornell Medicine, New York, NY, United States.
Henk MutsaertsRadiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, The Netherlands.
Thomas E NicholsBig Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.
Aki NikolaidisCenter for the Developing Brain, Child Mind Institute, New York, NY, United States.
Gustav NilsonneDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
Guiomar NisoInstituto Cajal, CSIC, Madrid, Spain.
Martin NorgaardIntramural Research Program, National Institute of Mental Health, Bethesda, MD, United States.
Thomas W OkellWellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom.
Robert OostenveldDonders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands.
Eduard OrtDepartment of Biological Psychology of Decision Making, Heinrich Heine University, Düsseldorf, Germany.
Patrick J ParkWestern University, London, Ontario, Canada.
Mateusz PawlikParis-Lodron-University of Salzburg, Department of Psychology, Centre for Cognitive Neuroscience, Salzburg, Austria.
Cyril R PernetNeurobiology Research Unit, Copenhagen University Hospital, Copenhagen, Denmark.
Franco PestilliThe University of Texas at Austin, Austin, TX, United States.
Jan PetrHelmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany.
Christophe PhillipsGIGA CRC in vivo imaging, Liège University, Liege, Belgium.
Jean-Baptiste PolineNeuro Data Science ORIGAMI Laboratory, McConnell Brain Imaging Centre, Faculty of Medicine, McGill University, Montréal, Canada.
Luca PolloniniDepartment of Engineering Technology, University of Houston, Houston, TX, United States.
Pradeep Reddy RaamanaUniversity of Pittsburgh, Pittsburgh, PA, United States.
Petra RitterBerlin Institute of Health at Charité, Universitätsmedizin Berlin, Berlin, Germany.
Gaia RizzoInvicro, London, United Kingdom.
Kay A RobbinsDepartment of Computer Science, University of Texas at San Antonio, San Antonio, TX, United States.
Alexander P RockhillDepartment of Neurosurgery, Oregon Health & Science University, Portland, OR, United States.
Christine RogersMcGill Centre for Integrative Neuroscience (MCIN), Montréal Neurological Institute, McGill University, Montréal, QC, Canada.
Ariel RokemDepartment of Psychology and eScience Institute, University of Washington, Seattle, WA, United States.
Chris RordenDepartment of Psychology, University of South Carolina, Columbia, SC, United States.
Alexandre RoutierInria, Institut du Cerveau - Paris Brain Institute, Paris, France.
Jose Manuel Saborit-TorresCenter for Biomedical Research in Mental Health Network (CIBERSAM), UMIB-FISABIO, Valencia, Spain.
Taylor SaloLifespan Informatics and Neuroimaging Center (PennLINC), Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Lifespan Brain Institute (LiBI) of Penn Medicine and Children's Hospital of Philadelphia (CHOP), Philadelphia, PA, United States.
Michael SchirnerBerlin Institute of Health at Charité, Universitätsmedizin Berlin, Berlin, Germany.
Robert E SmithThe Florey Institute of Neuroscience and Mental Health, Heidelberg, Victoria, Australia.
Tamas SpisakCenter for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany.
Julia SprengerInstitut de Neurosciences de la Timone (INT), UMR7289, CNRS, Aix-Marseille Université, Marseille, France.
Nicole C SwannDepartment of Human Physiology, University of Oregon, Eugene, OR, United States.
Martin SzinteInstitut de Neurosciences de la Timone (INT), UMR7289, CNRS, Aix-Marseille Université, Marseille, France.
Sylvain TakerkartInstitut de Neurosciences de la Timone (INT), UMR7289, CNRS, Aix-Marseille Université, Marseille, France.
Bertrand ThirionInria, CEA, Université Paris-Saclay, Palaiseau, France.
Adam G ThomasIntramural Research Program, National Institute of Mental Health, Bethesda, MD, United States.
Sajjad TorabianUniversity of California, Irvine, CA, United States.
Gael VaroquauxInria, Université Paris Saclay, Saclay, France.
Bradley VoytekDepartment of Cognitive Science, Halıcıoğlu Data Science Institute, and Neurosciences Graduate Program, University of California, San Diego, La Jolla, CA, United States.
Julius WelzelKiel University, Kiel, Germany.
Martin WilsonCentre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham, United Kingdom.
Tal YarkoniGoogle X. Mountain View, CA, United States.
Krzysztof J GorgolewskiDepartment of Psychology, Stanford University, Stanford, CA, United States.
Funding
Resource DiscoveryP41EB019936 · NIBIB · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI David Nelson Kennedy · 2016 to 2026
$15.2MOpenNeuro: An open archive for analysis and sharing of BRAIN Initiative dataR24MH117179 · NIMH · STANFORD UNIVERSITY · PI Russell A Poldrack · 2018 to 2026
$11.6MDANDI: Distributed Archives for Neurophysiology Data IntegrationR24MH117295 · NIMH · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Satrajit Sujit Ghosh, Yaroslav O Halchenko · 2019 to 2026
$11.6MTRD 4: Platforms for multi-modal and multi-scale imaging dataP41EB031771 · NIBIB · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI Hanzhang Lu, Peter CM Van Zijl · 2021 to 2026
$9.9MGenetic Analysis and Manipulation Core (GAEC)P50HD105351 · NICHD · BOSTON CHILDREN'S HOSPITAL · PI Hisashi Umemori · 2021 to 2026
$9.4MNeuroScout: A cloud-based platform for flexible re-analysis of naturalistic fMRI datasetsR01MH109682 · NIMH · UNIVERSITY OF TEXAS AT AUSTIN · PI DE LA VEGA, ALEJANDRO · 2016 to 2020
$3.0MNipype: Dataflows for Reproducible Biomedical ResearchR01EB020740 · NIBIB · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI GHOSH, SATRAJIT SUJIT · 2016 to 2019
$2.7MIntegrating and separating information sequences in the human cerebral cortexR01MH119099 · NIMH · JOHNS HOPKINS UNIVERSITY · PI HONEY, CHRISTOPHER JOHN · 2019 to 2023
$2.5MBIDS-Derivatives: A data standard for derived data and models in the BRAIN InitiativeR24MH114705 · NIMH · STANFORD UNIVERSITY · PI POLDRACK, RUSSELL A · 2017 to 2018
$1.4MBRAIN Initiative: Hierarchical Event Descriptors (HED): a system to characterize events in neurobehavioral dataRF1MH126700 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI DELORME, ARNAUD, MAKEIG, SCOTT · 2022 to 2022
$1.0MA community-driven development of the brain imaging data standard (BIDS) to describe macroscopic brain connectionsR01MH126699 · NIMH · UNIVERSITY OF TEXAS AT AUSTIN · PI PESTILLI, FRANCO · 2021 to 2022
$681kCRCNS: US-France Data Sharing Proposal: Open science & cloud computing of MEEGR01EB030896 · NIBIB · TRUSTEES OF INDIANA UNIVERSITY · PI PESTILLI, FRANCO, PUCE, AINA · 2020 to 2022
$651kNIBIB NIH HHS P41 EB019936NIBIB NIH HHS P41 EB031771NIBIB NIH HHS R01 EB020740NIBIB NIH HHS R01 EB030896NICHD NIH HHS P50 HD105351NIMH NIH HHS R01 MH109682NIMH NIH HHS R01 MH119099NIMH NIH HHS R01 MH126699NIMH NIH HHS R24 MH114705NIMH NIH HHS R24 MH117179NIMH NIH HHS R24 MH117295NIMH NIH HHS RF1 MH126700
Abstract
The Brain Imaging Data Structure (BIDS) is a community-driven standard for the organization of data and metadata from a growing range of neuroscience modalities. This paper is meant as a history of how the standard has developed and grown over time. We outline the principles behind the project, the mechanisms by which it has been extended, and some of the challenges being addressed as it evolves. We also discuss the lessons learned through the project, with the aim of enabling researchers in other domains to learn from the success of BIDS.
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