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Deep Learning for fODF Estimation in Infant Brains: Model Comparison, Ground‐Truth Impact, and Domain Shift Mitigation

Human Brain Mapping(2025)10.1002/hbm.70367Source: DataRank Database

Deep Learning for fODF Estimation in Infant Brains: Model Comparison, Ground‐Truth Impact, and Domain Shift Mitigation is a research paper published in Human Brain Mapping (2025). On theSindex it has a DataRank of 0.

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (6 grants)Impact (FWCI 0.00)OA: goldTopics (31)IDs (PubMed, PMC, 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)

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Authors (7)

Hamza Kebiri ORCID,Ali Gholipour ORCID,Yufei Chen ORCID,Jean‐Philippe Thiran ORCID,Davood Karimi ORCID

Live enrichment

PubMed:41054966 PMC:PMC12501774 OpenAlex:https://openalex.org/W4414915858

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung

Grant: 182602

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung

Grant: 215641

Eunice Kennedy Shriver National Institute of Child Health and Human Development

Grant: R01HD110772

National Institute of Neurological Disorders and Stroke

Grant: R01NS128281

National Natural Science Foundation of China

Grant: 62472315

US National Institutes of Health

FWCI

0.00

Citation Percentile

0.3%

goldLicense: cc-by

journalhttps://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/hbm.70367

publisherhttps://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/hbm.70367

publisherhttps://onlinelibrary.wiley.com/doi/pdf/10.1002/hbm.70367

journalhttps://doi.org/10.1002/hbm.70367

repositoryhttps://pubmed.ncbi.nlm.nih.gov/41054966

Fields of Study

Advanced Neuroimaging Techniques and ApplicationsFetal and Pediatric Neurological DisordersNeonatal and fetal brain pathology

MeSH Terms

Deep LearningBrainFemaleHumansImage Processing, Computer-AssistedInfantInfant, NewbornMaleNeural Networks, ComputerDiffusion Magnetic Resonance ImagingDiffusion Tensor ImagingConnectomeWhite Matter

Keywords

Human Connectome ProjectRobustness (evolution)DeconvolutionDiffusion MRIPattern recognition (psychology)Curse of dimensionalityDeep learningArtificial neural networkConnectomeInfantNeonateDomain AdaptationConstrained Spherical Deconvolution (Csd)Domain ShiftFiber Orientation Distribution Function (Fodf)