🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI

NeuroImage(2020)10.1016/j.neuroimage.2020.117366Source: DataRank Database

Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI is a research paper published in NeuroImage (2020). On theSindex it has a DataRank of 0. It has been cited 115 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access115 citations

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (20 grants)Impact (FWCI 7.23)OA: goldTopics (57)IDs (PubMed, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (9)

Daniel E. Worrall ORCID,Enrico Kaden ORCID,Aurobrata Ghosh,Francesco Grussu ORCID,Alberto Bizzi ORCID

Live enrichment

PubMed:33039617 OpenAlex:https://openalex.org/W3092596753

Horizon 2020 Framework Programme

Grant: 634541

A Clinical Decision Support system based on Quantitative multimodal brain MRI for personalized treatment in neurological and psychiatric disorders

Horizon 2020 Framework Programme

Grant: M020533/1

Horizon 2020 Framework Programme

Grant: R006032/1

Engineering and Physical Sciences Research Council

Grant: M020533

Engineering and Physical Sciences Research Council

Grant: N018702

Engineering and Physical Sciences Research Council

Grant: R006032

Engineering and Physical Sciences Research Council

Grant: R014019

UCLH Biomedical Research Centre

Grant: 1U54MH091657

University of Washington

Grant: CDS-QuaMRI 634541-2

Engineering and Physical Sciences Research Council

Grant: EP/L023067/1

Engineering and Physical Sciences Research Council

Grant: EP/R014019/1

NIMH NIH HHS

Grant: U54 MH091657

National Institutes of Health

Grant: 3U54MH091657-03S1

Mapping the Human Connectome: Structure, Function, and Heritability

Klinisch Chemisch Laboratorium

Microsoft

Horizon 2020

UCL Institute of Neurology, University College London

Multiple Sclerosis Society

National Institutes of Health

University College London

FWCI

7.23

Citation Percentile

1.0%

Influential Citations

5

Citation Trend

2020

2021

2022

2023

2024

2025

2026

goldLicense: cc-by-nc-nd

journalhttps://www.sciencedirect.com/science/article/pii/S1053811920308521/pdf

GOLDhttps://www.sciencedirect.com/science/article/pii/S1053811920308521/pdf

publisherhttps://www.sciencedirect.com/science/article/pii/S1053811920308521/pdf

publisherhttps://api.elsevier.com/content/article/PII:S1053811920308521?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S1053811920308521?httpAccept=text/plain

Fields of Study

Advanced Neuroimaging Techniques and ApplicationsModel Reduction and Neural NetworksAdvanced MRI Techniques and ApplicationsMedicineComputer ScienceEngineering02 engineering and technology03 medical and health sciences0302 clinical medicine0202 electrical engineering, electronic engineering, information engineeringBrainDeep LearningDiffusion Magnetic Resonance ImagingDiffusion Tensor ImagingHumansImage EnhancementImage Processing, Computer-AssistedNeuroimagingUncertainty

MeSH Terms

Deep LearningBrainHumansImage EnhancementImage Processing, Computer-AssistedUncertaintyDiffusion Magnetic Resonance ImagingDiffusion Tensor ImagingNeuroimaging

Keywords

SAFERComputer scienceDiffusion MRIArtificial intelligenceDiffusionDeep learningMagnetic resonance imagingMedicineComputer securityPhysicsRadiologySafetyRobustnessimage enhancementTractographyNeuroimagingInterpretabilityUncertainty QuantificationSuper-resolutionImage SynthesisNeurosciences. Biological psychiatry. NeuropsychiatryImage Processing, Computer-AssistedHumansUncertainty quantification, Deep learning, Safety, Robustness, Interpretability, Super-resolution, Image enhancement, Image synthesis, Neuroimaging, Diffusion MRI, TractographyUncertaintyBrainDiffusion Magnetic Resonance ImagingDiffusion Tensor ImagingRC321-571