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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
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Brain Imaging Data Structure (BIDs) Resource Report Resource Website 100+ mentions |
Brain Imaging Data Structure (BIDs) (RRID:SCR_016124) | BIDS | data or information resource, narrative resource, portal, standard specification | Standard specification for organizing and describing outputs of neuroimaging experiments. Used to organize and describe neuroimaging and behavioral data by neuroscientific community as standard to organize and share data. BIDS prescribes file naming conventions and folder structure to store data in set of already existing file formats. Provides standardized templates to store associated metadata in form of Javascript Object Notation (JSON) and tab-separated value (TSV) files. Facilitates data sharing, metadata querying, and enables automatic data analysis pipelines. System to curate, aggregate, and annotate neuroimaging databases. Intended for magnetic resonance imaging data, magnetoencephalography data, electroencephalography data, and intracranial encephalography data. | Data storing structure, neuroimaging, standardized template, data sharing, MRI data, MEG data, EEG data, iEEG data, FASEB list |
is used by: OpenNeuro is used by: SPARC Portal is used by: SPARC Data Standard is listed by: FAIRsharing is related to: BIDS-Matlab is related to: NiPoppy works with: MNE-BIDS |
European Regional Development Fund ; German federal state of Sachsen-Anhalt ; International Neuroinformatics Coordinating Facility ; Laura and John Arnold Foundation ; Medical Research Council United Kingdom ; NIAAA U01 AA021697; NIGMS P20 GM103472; NIMH Intramural Research Program ; NSF 1429999; Wellcome Trust |
PMID:27326542 PMID:29917016 PMID:31239435 PMID:31239438 PMID:37744469 |
Free, Freely available | https://bids-specification.readthedocs.io/en/stable/, https://doi.org/10.25504/FAIRsharing.rd1j6t | SCR_016124 | Brain Imaging Data Structure, BIDS, Brain Imaging Data Structure (BIDS), Brain Imaging Data Structure v1.4.0 | 2026-08-21 12:40:37 | 235 | |||||
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OpenNeuro Resource Report Resource Website 100+ mentions |
OpenNeuro (RRID:SCR_005031) | OpenNeuro, OpenfMRI | data or information resource, data repository, database, image repository, service resource, storage service resource | Open platform for analyzing and sharing neuroimaging data from human brain imaging research studies. Brain Imaging Data Structure ( BIDS) compliant database. Formerly known as OpenfMRI. Data archives to hold magnetic resonance imaging data. Platform for sharing MRI, MEG, EEG, iEEG, and ECoG data. | neuroinformatics, database, storing, dataset, neuroimaging, data, MRI, MEG, EEG, iEEG, ECoG, FASEB list |
uses: Brain Imaging Data Structure (BIDs) uses: HED Tags is used by: studyforrest.org is used by: DataLad is used by: NIF Data Federation is used by: Integrated Datasets is used by: NIH Heal Project is used by: Baby Open Brains is recommended by: National Library of Medicine is recommended by: BRAIN Initiative is recommended by: NIDDK Information Network (dkNET) is recommended by: NIDDK - National Institute of Diabetes and Digestive and Kidney Diseases is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: re3data.org is listed by: DataCite is listed by: FAIRsharing is affiliated with: NEMAR is related to: Integrated Manually Extracted Annotation has parent organization: Stanford University; Stanford; California has parent organization: Stanford Center for Reproducible Neuroscience has parent organization: BRAIN Initiative is provided by: OpenNeuro |
BRAIN Initiative ; Laura and John Arnold Foundation ; NIDA ; NIMH ; NSF OCI1131441; Squishymedia ; Stanford |
Free, Freely available | DOI:10.25504/FAIRsharing.s1r9bw, r3d100010924, nlx_144048, DOI:10.17616/R33047, DOI:10.18112 | http://www.nitrc.org/projects/openfmri, https://github.com/OpenNeuroDatasets, https://doi.org/10.17616/R33047, https://doi.org/10.17616/r33047, https://doi.org/10.18112/, https://dx.doi.org/10.18112/, https://fairsharing.org/10.25504/FAIRsharing.s1r9bw, https://doi.org/10.17616/R33047 | http://openfmri.org | SCR_005031 | OpenfMRI, Open fMRI, OpenNeuro | 2026-08-21 12:37:31 | 310 | ||||
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BIDS-Matlab Resource Report Resource Website 1+ mentions |
BIDS-Matlab (RRID:SCR_022292) | software resource, software toolkit | Software MATLAB/Octave tools to interact with datasets conforming to Brain Imaging Data Structure format. | Brain Imaging Data Structure, BIDS, Matlab, octave tools, Brain Imaging Data Structure format, dataset Brain Imaging Data Structure format | is related to: Brain Imaging Data Structure (BIDs) | Free, Available for download, Freely available | https://zenodo.org/record/5910585#.YoLwlajMK3B, https://github.com/bids-standard/bids-matlab/tree/v0.1.0 | SCR_022292 | Brain Imaging Data Structure - Matlab | 2026-08-21 12:42:21 | 1 | ||||||||
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MNE-BIDS Resource Report Resource Website 1+ mentions |
MNE-BIDS (RRID:SCR_018766) | MNE-BIDS | data analysis software, data management software, data processing software, software application, software resource, software toolkit | Software Python package to link Brain Imaging Data Structure and MNE-Python software for analyzing neurophysiology data with goal to make analyses faster to code, more robust to errors, and easily shareable with colleagues. Provides programmable interface for BIDS datasets in electrophysiology with MNE-Python. Used for organizing electrophysiological data into BIDS format and facilitating their analysis. | Data structure, brain imaging, Minimum Norm current Estimates, M/EEG data, neurophysiology data analysis, BIDS dataset, electrophysiology, BIDS format organization |
is related to: MNE software works with: Brain Imaging Data Structure (BIDs) |
Academy of Finland ; Bezos Family Foundation ; Google Summer of Code 2019 ; NIMH R24 MH114705; NINDS R01 NS10 4585; Simms Mann Foundation |
DOI:10.21105/joss.01896 | Free, Available for download, Freely available | https://mne.tools/mne-bids/stable/index.html | SCR_018766 | Minimum Norm current Estimates - Brain Imaging Data Structure | 2026-08-21 12:41:37 | 5 | |||||
|
SPARC Portal Resource Report Resource Website 100+ mentions |
SPARC Portal (RRID:SCR_017041) | SPARC.science | data repository, service resource, storage service resource | SPARC data repository as of 2023 is an open data repository developed as part of the NIH SPARC initiative and has been used by SPARC funded investigator groups to curate and publish high quality datasets related to the autonomic nervous system. We are thrilled that as of August 2022, SPARC is accepting datasets from investigators that are not funded through the NIH SPARC program. The NIH's Common Fund Stimulating Peripheral Activity to Relieve Conditions (SPARC) program aims to transform our understanding of these nerve-organ interactions and ultimately advance neuromodulation field toward precise treatment of diseases and conditions for which conventional therapies fall short. | Nervous system, periphery, organ, human, FASEB list, repository, curated |
uses: Protocols.io uses: Brain Imaging Data Structure (BIDs) uses: Physiome Model Repository uses: SciGraph uses: o²S²PARC uses: SODA uses: Blackfynn Discover uses: ApiNATOMY uses: Biolucida uses: TissueMaker uses: ScaffoldMaker uses: ScaffoldFitter uses: OpenCOR uses: Pennsieve Data Management Platform uses: InterLex uses: Neurolucida 360 uses: SciCrunch uses: Tissue Mapper uses: Vesselucida 360 uses: DataCite uses: TissueMaker is used by: NIH Heal Project is recommended by: NIDDK Information Network (dkNET) is recommended by: NIDDK - National Institute of Diabetes and Digestive and Kidney Diseases is recommended by: National Library of Medicine is related to: SPARC Anatomy Working Group is related to: HORNET CENTER FOR AUTONOMIC NERVE RECORDING AND STIMULATION SYSTEMS is related to: NIH PRECISION Human Pain Network is related to: SCKAN Explorer is related to: SCKANNER works with: SPARC Data Standard has organization facet: o²S²PARC has organization facet: SODA has organization facet: SPARC Anatomy Working Group has organization facet: Blackfynn Discover has organization facet: ApiNATOMY has organization facet: Pennsieve Data Management Platform |
NIH Office of the Director OD023849; NIH Office of the Director OD024908; NIH Office of the Director OD025306; NIH Office of the Director OD025349; NIH Office of the Director OD026585; NIH Office of the Director OD030213; NIH Office of the Director OD030541; NIH Office of the Director OD032619 |
PMID:34248680 DOI:10.1101/2021.02.10.430563 |
Free, Freely available, | DOI:10.26275, r3d100013719 | https://commonfund.nih.gov/sparc, https://docs.sparc.science/, https://data.sparc.science/, https://doi.org/10.26275, https://doi.dx/10.26275, https://sparc.science/data?type=dataset, https://doi.org/10.17616/R31NJN2V | SCR_017041 | , SPARC Project, SPARC Repository, Stimulating Peripheral Activity to Relieve Conditions | 2026-08-21 12:41:02 | 119 | ||||
|
FAIRsharing Resource Report Resource Website 50+ mentions |
FAIRsharing (RRID:SCR_004177) | data or information resource, database | Web-based, searchable portal of three interlinked registries, containing both in-house and crowdsourced manually curated descriptions of standards, databases and data policies, combined with integrated view across all three types of resource. By registering your resource on FAIRsharing, you gain credit for your work, increase its visibility outside of your direct domain, reduce potential for unnecessary reinvention and proliferation of standards and databases. | Metadata standard, ontology, data sharing, data policy, data standard |
is used by: Integrated Datasets lists: Brain Imaging Data Structure (BIDs) lists: EBRAINS lists: Code Ocean lists: Distributed Archives for Neurophysiology Data Integration lists: CaltechDATA lists: DataONE lists: GBIF - Global Biodiversity Information Facility lists: Incorporated Research Institutions for Seismology lists: Mendeley Data lists: Open Science Framework lists: MorphoBank lists: PhysioNet lists: GigaDB lists: INPTDAT lists: OpenNeuro lists: Cancer Imaging Archive (TCIA) lists: Qualitative Data Repository lists: UK Data Archive lists: Dryad Digital Repository lists: BOLD lists: ZENODO lists: Vivli lists: FigShare lists: Influenza Research Database (IRD) lists: Cambridge Structural Data Base lists: National Snow and Ice Data Center lists: Virus Pathogen Resource (ViPR) lists: 4TU.ResearchData lists: Australian Data Archive lists: Atlas of Living Australia lists: Australian Ocean Data Network lists: Arch lists: Bolin Centre Database lists: B2SHARE Eudat lists: Connectome Workbench is listed by: FORCE11 is listed by: re3data.org is related to: bioDBcore is related to: Standards-based Infrastructure with Distributed Resources is related to: Genomic Standards Consortium is related to: ELIXIR Tools and Data Services Registry is related to: NCI Imaging Data Commons is related to: Cancer Research Data Commons is related to: SciLifeLab Data Platform is related to: NiPoppy has parent organization: University of Oxford; Oxford; United Kingdom is parent organization of: Minimum Information for Biological and Biomedical Investigations is parent organization of: FAIRSharing Catalogue of Standards |
Free, freely available | r3d100011250, nlx_143602, SCR_017615 | http://www.force11.org/node/4701, https://fairsharing.org/, https://doi.org/10.17616/R3C621 | http://www.biosharing.org/ | SCR_004177 | BioSharing | 2026-08-21 12:37:30 | 74 | ||||||
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SPARC Data Standard Resource Report Resource Website |
SPARC Data Standard (RRID:SCR_027028) | data or information resource, data repository, narrative resource, service resource, standard specification, storage service resource | SPARC data structure is consistent file structure and naming convention, based on the Brain Imaging Data Structure (BIDS) to ensure that the diverse types of data in SPARC is organized in similar manner. | SPARC data structure, data standard, consistent file structure, consistent naming convention, Brain Imaging Data Structure, BIDs, SPARC, science data repository, |
uses: Brain Imaging Data Structure (BIDs) works with: SPARC Portal |
Free, Freely available, | SCR_027028 | 2026-08-21 12:43:38 | 0 | ||||||||||
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NiPoppy Resource Report Resource Website |
NiPoppy (RRID:SCR_027826) | software application, software resource, source code, web application | Software lightweight Python framework and command-line tool for organizing, processing, and managing neuroimaging-clinical datasets, designed to make studies more reproducible and adhere to FAIR data principles (Findable, Accessible, Interoperable, Reusable). Provides standardized workflow to handle raw data (like DICOMs), apply containerized processing pipelines (e.g., fMRIPrep), extract analysis-ready features (IDPs), and track processing status, extending the Brain Imaging Data Structure (BIDS) standard for both imaging and clinical data. Includes three components: protocol for data wrangling to standardize generation of analysis-ready datasets; specification for dataset organization that extends the Brain Imaging Data Structure (BIDS) standard; command-line interface and Python package that provide user-friendly tools for applying the framework. | Neuroimaging, FAIR principles, Brain Imaging Data Structure (BIDS) standard, dataset organization, data standardized organization and processing, neuroimaging-clinical datasets, |
is related to: FAIRsharing is related to: Brain Imaging Data Structure (BIDs) works with: fMRIPrep |
Free, Available for download, Freely available | https://github.com/nipoppy/nipoppy | SCR_027826 | 2026-08-21 12:44:02 | 0 |
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