Licenses, compared
Medical imaging data often comes with custom agreements. Each license here answers the same 18 questions, and every answer links to the sentence it is based on.
Our reading of the license, not legal advice. Before you use the data, read the original license and confirm that your use is allowed. We take no responsibility for how you use a dataset. Full disclaimer
In your favor With conditions Restricts you Not stated in the text
- CC0258 datasetsCreative Commons Zero 1.0 UniversalAny purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Yes
- Share trained models Yes
- Sign an agreement No
- Ethics approval No
- CC BY 4.085 datasetsCreative Commons Attribution 4.0 InternationalAny purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Yes
- Share trained models Yes
- Sign an agreement No
- Ethics approval No
- CC BY 3.023 datasetsCreative Commons Attribution 3.0 UnportedAny purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Yes
- Share trained models Yes
- Sign an agreement No
- Ethics approval No
- CC BY-NC 4.011 datasetsCreative Commons Attribution-NonCommercial 4.0 InternationalNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data Conditional
- Share trained models Conditional
- Sign an agreement No
- Ethics approval No
- CC BY-NC-SA 4.09 datasetsCreative Commons Attribution-NonCommercial-ShareAlike 4.0 InternationalNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data Conditional
- Share trained models Conditional
- Sign an agreement No
- Ethics approval No
- PDDL5 datasetsOpen Data Commons Public Domain Dedication and License v1.0Any purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Yes
- Share trained models Yes
- Sign an agreement No
- Ethics approval No
- CC BY-NC-ND 4.04 datasetsCreative Commons Attribution-NonCommercial-NoDerivatives 4.0 InternationalNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models No
- Share the data Conditional
- Share trained models No
- Sign an agreement No
- Ethics approval No
- CC BY-NC-SA 3.03 datasetsCreative Commons Attribution-NonCommercial-ShareAlike 3.0 UnportedNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data Conditional
- Share trained models Conditional
- Sign an agreement No
- Ethics approval No
- CC BY-SA 4.03 datasetsCreative Commons Attribution-ShareAlike 4.0 InternationalAny purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Yes
- Share trained models Conditional
- Sign an agreement No
- Ethics approval No
- ODC-By 1.02 datasetsOpen Data Commons Attribution License v1.0Any purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Yes
- Share trained models Conditional
- Sign an agreement No
- Ethics approval No
- Apache 2.01 datasetApache License, Version 2.0Any purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- CC BY-NC 3.01 datasetCreative Commons Attribution-NonCommercial 3.0 UnportedNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data Conditional
- Share trained models Conditional
- Sign an agreement No
- Ethics approval No
- CC BY-NC-ND 2.51 datasetCreative Commons Attribution-NonCommercial-NoDerivs 2.5 GenericNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models No
- Share the data Conditional
- Share trained models No
- Sign an agreement No
- Ethics approval No
- CC BY-NC-ND 3.01 datasetCreative Commons Attribution-NonCommercial-NoDerivs 3.0 UnportedNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models No
- Share the data Conditional
- Share trained models No
- Sign an agreement No
- Ethics approval No
- CC BY-ND 4.01 datasetCreative Commons Attribution-NoDerivatives 4.0 InternationalAny purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models No
- Share the data Yes
- Share trained models No
- Sign an agreement No
- Ethics approval No
- CC BY-SA 3.01 datasetCreative Commons Attribution-ShareAlike 3.0 UnportedAny purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Yes
- Share trained models Conditional
- Sign an agreement No
- Ethics approval No
- Any purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Yes
- Share trained models Yes
- Sign an agreement No
- Ethics approval No
- Any purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Yes
- Share trained models Conditional
- Sign an agreement No
- Ethics approval No
- No published terms134 datasetsNo published license or data use termsNot stated
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Not stated
- Ethics approval Not stated
- NDA data use terms21 datasetsNIMH Data Archive Data Use Terms and Conditions (Data Use Certification)Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- FCP/INDI terms11 datasets1000 Functional Connectomes Project / INDI terms (Creative Commons Attribution Non-Commercial, no version stated)Non-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Conditional
- Ethics approval No
- Stanford AIMI RUA5 datasetsStanford University School of Medicine Dataset Research Use Agreement (AIMI)Non-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- CCNDC DUA4 datasetsChinese Color Nest Data Community Data Access Request and Data Use AgreementApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- OASIS DUA4 datasetsOASIS Data Use AgreementNon-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- CAP User Policy3 datasetsCardiac Atlas Project Policies and Procedures for Data Distribution to UsersApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- MIDUS brain imaging DUA3 datasetsMIDUS Brain Imaging Data Research Plan and Data Use AgreementApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- 4RTNI DUA2 datasets4RTNI and FTLDNI Data Use AgreementResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- BioFINDER on request2 datasetsSwedish BioFINDER data availability statement (sharing on request under a material transfer agreement)Approved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- DPAU DAA2 datasetsDementias Platform Australia (DPAU) Data Access AgreementApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- OpenPain DUA2 datasetsOpenPain Data Use AgreementResearch
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- PhysioNet RHDL 1.5.02 datasetsPhysioNet Restricted Health Data License 1.5.0Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- A4/LEARN DUA1 datasetA4/LEARN Data Use AgreementApproved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- ABC-DS DUA1 datasetAlzheimer Biomarker Consortium - Down Syndrome (ABC-DS) Data Use AgreementApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- ABVIB DUA1 datasetAging Brain - Vasculature, Ischemia, and Behavior Study (ABVIB) Data Use AgreementResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- ACDC terms1 datasetACDC dataset license terms (CC BY-NC-SA 4.0 with additional terms)Non-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Conditional
- Ethics approval No
- ADHD-200 Usage Agreement1 datasetADHD-200 Sample usage agreement (FCP/INDI)Non-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- ADNI-D DUA1 datasetADNI Depression Project Data Use AgreementResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Conditional
- Sign an agreement Yes
- Ethics approval Conditional
- ADNIDOD DUA1 datasetADNIDOD Data Use AgreementResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- AHEAD 3-45 DUA1 datasetAHEAD 3-45 Study Data Use AgreementApproved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- Non-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- AIMS-TBI DUA1 datasetAIMS-TBI Data Use Agreement (University of Utah)Approved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- ALLFTD data policy1 datasetALLFTD Data Sharing and Publication PoliciesApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- AMYPAD PNHS DUA1 datasetAMYPAD PNHS Data Use AgreementResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- API ADAD DUA1 datasetAlzheimer's Prevention Initiative ADAD Trial (API ADAD) Data Use AgreementApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- API GS2 DUA1 datasetAlzheimer's Prevention Initiative Generation Study 2 (GS2) Data Use AgreementApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- Approved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- ARWiBo DUA1 datasetARWiBo Data Use Agreement and Publication PolicyApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- ASPREE data use policy1 datasetASPREE Data Use PolicyApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- ASRB Access Agreement1 datasetAustralian Schizophrenia Research Bank Guidelines for Researchers and Access AgreementApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- ATLAS Terms of Use1 datasetATLAS Terms of Use (University of Southern California)Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- AddNeuroMed DUC1 datasetAddNeuroMed Data Use Certificate and Synapse access termsApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- BDSP CHDL 1.5.01 datasetBDSP Credentialed Health Data License 1.5.0Non-commercial research
- Commercial use No
- Validate a product No
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- BLSA_OPEN DUA1 datasetBLSA_OPEN De-Identified Data Use AgreementNon-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- QSM radiomics DUA1 datasetMRI dataset for susceptibility-based radiomic feature extraction: Data Use AgreementResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Brain-CODE DUA1 datasetOntario Brain Institute Brain-CODE Platform Terms of Use and Data Use AgreementApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- CALM:Open terms1 datasetCALM:Open data access conditionsApproved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- CAP DETERMINE DDA1 datasetCardiac Atlas Project DETERMINE Data Distribution AgreementApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- CAP SCMR request form1 datasetCardiac Atlas Project SCMR Consensus Contour data request termsApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- CENTER-TBI terms1 datasetCENTER-TBI Terms and Conditions for Use of CENTER-TBI DataApproved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- CHOP NiCK terms1 datasetChildren's Hospital of Philadelphia terms of use for the NiCK Study on Harvard DataverseNon-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- CMRxRecon2024 terms1 datasetCMRxRecon2024 data use terms (challenge rules, project page and data descriptor)Non-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Not stated
- Ethics approval No
- CRCMH TRS Agreement1 datasetCRC for Mental Health Biobank, CRC Psychosis Study (Treatment Resistant Schizophrenia cohort) Application and Access AgreementApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- CSIRO Data Licence1 datasetCSIRO Data LicenceNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- CUHK CMB-3DCNN terms1 datasetCUHK 3D CNN cerebral microbleed code and data release terms (readme.txt)Research
- Commercial use No
- Validate a product Conditional
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- CamCAN DUA1 datasetCamCAN Project Terms and ConditionsApproved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Cephalonauts One terms1 datasetCephalonauts One terms of useNon-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- DIAN Obs data terms1 datasetDIAN Observational Study Data Request Terms and ObligationsApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- DIAN-TU sharing policy1 datasetDIAN-TU Data and Biospecimen Sharing, Publication, Authorship and Citation PoliciesApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- DIRECT Phase II DUA1 datasetData Use Agreement of DIRECT Phase II Intermediate Results from the DIRECT ConsortiumResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- DZNE use regulations1 datasetRegulations for use of Clinical Research databases, data and biomaterials of the DZNEApproved project only
- Commercial use Conditional
- Validate a product Conditional
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- DecNef DRMD Terms1 datasetDecNef-Project Consortium Application Form for Data Usage, DecNef Realtime MRI Database (DRMD)Research
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- DecNef Data Use Terms1 datasetDecNef Project Consortium Application Form for Data UsageNon-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- Diff5T DUA1 datasetData Usage Agreement (DUA) of Diff5T DatasetNon-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- EGD license1 datasetErasmus Glioma Database Data LicenseNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- EPAD V.IMI Terms1 datasetEPAD Terms and Conditions for accessing the V.IMI DatasetApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- EPISURG DUA1 datasetEPISURG data use agreement (UCL Research Data Repository record description)Not stated
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- Approved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- FITBIR DUA1 datasetFITBIR and NTRR Informatics System Data Access Request and Data Use AgreementApproved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- GSP Open Access1 datasetBrain Genomics Superstruct Project Open Access Data Use TermsResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Gazi Brains 2020 terms1 datasetGazi Brains 2020 data availability statement (Sagiroglu et al., PeerJ Computer Science 2025)Non-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- Approved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Conditional
- Sign an agreement Yes
- Ethics approval Conditional
- HABS-HD DUA1 datasetHealth and Aging Brain Study - Health Disparities (HABS-HD) Data Use AgreementApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- HCP Open Access1 datasetWU-Minn HCP Consortium Open Access Data Use TermsResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- ICPSR 38464 RDUA1 datasetICPSR Terms of Use and Restricted Data Use Agreement for ICPSR 38464Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- Approved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- IMAGEN DAP1 datasetIMAGEN Data Access PolicyApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- IPCAS NPI DUA1 datasetData Usage Agreement of the non-pharmacological intervention datasets in older adults (Institute of Psychology, CAS)Research
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Conditional
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Conditional
- Ethics approval Conditional
- IVDM3Seg agreement1 datasetAgreement on using the Intervertebral Disc Localization and Segmentation Multi-modality MRI Spine Image DatabaseNot stated
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- APTOS 2019 rules1 datasetAPTOS 2019 Blindness Detection Official Competition Rules (Kaggle)Non-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- L-CID data access1 datasetLeiden-CID (L-CID) data access procedureApproved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Not stated
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- Non-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- MEMENTO Charter1 datasetAccess to Memento data and Publication CharterApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Conditional
- Ethics approval Conditional
- Approved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- MGB Clinical MRI DUL1 datasetData Use License for the MGB Clinical Brain MRI RepositoryNon-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Guess the Primary terms1 dataset2015 MICCAI Guess the Primary Challenge Terms of Use and RulesApproved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- MOSAIC Window DUA1 datasetMOSAIC Window Data Use AgreementNon-commercial research
- Commercial use No
- Validate a product No
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- MarkVCID DUA1 datasetMarkVCID External Data Use AgreementApproved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- NBDC controlled access1 datasetNBDC Guidelines for Human Data Sharing, controlled-access dataApproved project only
- Commercial use Conditional
- Validate a product Conditional
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- NF1 GABA Synapse terms1 datasetSynapse access terms for the NF1 GABA and working memory study (syn17100988)Approved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- NIH BDC DUC1 datasetData Use Certification for NIH Brain Development Cohorts (NBDC Data Hub)Approved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- NIH CC ChestX-ray terms1 datasetNIH Clinical Center ChestX-ray dataset terms (FAQ)Any purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Yes
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- CC Attribution (NITRC)1 datasetNITRC project license "Creative Commons License > Attribution" (version not stated)Any purpose
- Commercial use Yes
- Validate a product Yes
- Train ML models Not stated
- Share the data Yes
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- NKI-RS DUA1 datasetData Use Agreement for the Enhanced Nathan Kline Institute-Rockland SampleApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- NSHD DSA1 datasetUnit for Lifelong Health and Ageing at UCL, Framework Data Sharing Agreement (NSHD)Approved project only
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- New IDEAS DUA1 datasetData Use Agreement for Images and Clinical Data - New IDEAS StudyApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- Nigerian Brains DUA1 datasetData Use Agreement for the labeled Clinical-MRI dataset of Nigerian brainsNot stated
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- PREVENT-AD Open1 datasetOpen PREVENT-AD Terms of UseResearch
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- POINTER Imaging DUA1 datasetPOINTER Imaging Data Use AgreementResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Conditional
- Sign an agreement Yes
- Ethics approval Conditional
- PPP QRA1 datasetPersonalized Parkinson Project data sharing procedure and Qualified Researcher AgreementApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- PROMISE12 terms1 datasetPROMISE12 data terms (LICENSE.TXT on Zenodo)Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- Penn-CHOP Connectome1 datasetPenn-CHOP Developmental Connectome download form note and brainmrimap.org noticeResearch
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Conditional
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- PhysioNet CHDL 1.5.01 datasetPhysioNet Credentialed Health Data License 1.5.0Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- Prostate158 RUA1 datasetProstate158 Research Use AgreementNon-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- Psy-ShareD MoU1 datasetPsy-ShareD Data Sharing Memorandum of Understanding and Terms and Conditions of UseApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- REST-meta-MDD DUA1 datasetData Use Agreement of the Intermediate Results of the REST-meta-MDD Project from the DIRECT ConsortiumResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- RU-HD-SU-1.01 datasetRadboud University Data Use Agreement for Identifiable Human Data, Scientific UseResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- PREVENT-AD Registered1 datasetRegistered PREVENT-AD Terms of UseResearch
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- SMI access conditions1 datasetScottish Medical Imaging (SMI) access conditions (PBPP approval, Scottish National Safe Haven)Approved project only
- Commercial use Conditional
- Validate a product Conditional
- Train ML models Yes
- Share the data No
- Share trained models No
- Sign an agreement Not stated
- Ethics approval Not stated
- SRPBS Open terms1 datasetSRPBS Multi-disorder MRI Dataset (unrestricted) Terms of UseNon-commercial use
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- SciDB 00znq access terms1 datasetRestricted access conditions of Science Data Bank record 10.57760/sciencedb.00znqResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval No
- SciDB 39980 access terms1 datasetRestricted access conditions of Science Data Bank record 10.57760/sciencedb.39980Non-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Not stated
- TRACK-TBI DTA/HMTA1 datasetTRACK-TBI NET Research Collaboration Policy with its Data Transfer Agreement and Human Material Transfer AgreementApproved project only
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Not stated
- Share the data Conditional
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- UK Biobank MTA1 datasetUK Biobank Material Transfer Agreement (data only)Approved project only
- Commercial use Conditional
- Validate a product Conditional
- Train ML models Conditional
- Share the data No
- Share trained models Conditional
- Sign an agreement Yes
- Ethics approval Conditional
- USC ADRC DUA1 datasetUSC Alzheimer's Disease Research Center (USC ADRC) Data Use AgreementResearch
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Conditional
- Sign an agreement Yes
- Ethics approval Conditional
- UT-EndoMRI terms1 datasetUT-EndoMRI User Agreement (Zenodo record description)Non-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- Research
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- York Cardiac MRI terms1 datasetYork University Cardiac MRI Dataset terms of use (dataset web page)Research
- Commercial use Conditional
- Validate a product Not stated
- Train ML models Conditional
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- cVEDA guidelines1 datasetcVEDA Data Sharing and Publication GuidelinesApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data Not stated
- Share trained models Not stated
- Sign an agreement No
- Ethics approval No
- dbGaP DUC phs0006071 datasetNIH Data Use Certification Agreement for dbGaP study phs000607 (Philadelphia Neurodevelopmental Cohort)Approved project only
- Commercial use No
- Validate a product No
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- dbGaP DUC phs0035931 datasetNIH Data Use Certification Agreement for dbGaP study phs003593 (Framingham Heart Study-Cohort Imaging)Approved project only
- Commercial use Conditional
- Validate a product Conditional
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Yes
- dbGaP DUC phs0042251 datasetNIH Data Use Certification Agreement for dbGaP study phs004225 (TCIA radiology data containing faces)Approved project only
- Commercial use Conditional
- Validate a product Conditional
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- fastMRI DSA1 datasetNYU Langone Health fastMRI Dataset Sharing AgreementNon-commercial research
- Commercial use No
- Validate a product Not stated
- Train ML models Conditional
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
- i-Share Charter1 datasetAncillary Studies Charter, University of Bordeaux / i-Share studyApproved project only
- Commercial use Not stated
- Validate a product Not stated
- Train ML models Not stated
- Share the data No
- Share trained models Not stated
- Sign an agreement Yes
- Ethics approval Conditional
What you can do
- Commercial useNCU
- Can the data be used for commercial purposes, e.g. to develop a product?
- Validate a product
- Can the data be used to test or validate a product, e.g. a performance study for regulatory clearance, when the data itself does not become part of the product? Judged on its own: a non-commercial clause alone does not answer it.
- Train ML modelsNMDS
- Can the data be used to train machine learning models?
- Create derived data
- Can you create derived data, e.g. new labels, segmentations or processed images?
- Publish resultsMOR
- Can you publish results obtained with the data?
What you can share
- Share the data
- Can you pass the original data on to others, e.g. re-host it?
- Share derived data
- Can you share derived data such as labels, segmentations or features?
- Share trained models
- Can you publish or sell model weights trained on the data?
What you must do
- Cite or credit
- Must you cite the dataset or credit its creators?
- Share alike
- Must shared adaptations use the same license?
- Sign an agreement
- Must you sign or accept a data use agreement before access?
- Ethics approvalIRB
- Must your project have ethics (IRB) approval?
- Manuscript review
- Must manuscripts be sent to the data provider before publication?
- Release code
- Must code used in publications be released?
- Return resultsRTN
- Must derived data or results be returned to the provider?
- Delete after useTS
- Must the data be deleted when the project ends?
Limits
- No re-identification
- Is any attempt to identify individuals forbidden?
- Location limitsGS
- Is use limited to certain countries or regions?