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Elasticity imaging using physics-informed neural networks: Spatial discovery of elastic modulus and Poisson's ratio

Acta Biomaterialia(2022)10.1016/j.actbio.2022.11.024Source: DataRank Database

Elasticity imaging using physics-informed neural networks: Spatial discovery of elastic modulus and Poisson's ratio is a research paper published in Acta Biomaterialia (2022). On theSindex it has a DataRank of 0. It has been cited 77 times.

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Open Access77 citations

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Enrichment:Funding (3 grants)Impact (FWCI 7.16)OA: hybridTopics (52)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 (3)

Mohammad Sarabian ORCID,Kaveh Laksari ORCID,Ali Kamali ORCID

Live enrichment

PubMed:36402297 PMC:PMC9805508 OpenAlex:https://openalex.org/W4309436702

National Institute of Biomedical Imaging and Bioengineering

Grant: R21EB032187

National Institutes of Health

Grant: 5R21EB032187-03

Enhanced Clinical Diagnosis through Imaging and Modeling: A Machine Learning Data Fusion Framework

National Institutes of Health

FWCI

7.16

Citation Percentile

1.0%

Citation Trend

2023

2024

2025

2026

hybridLicense: cc-by

journalhttps://doi.org/10.1016/j.actbio.2022.11.024

publisherhttps://doi.org/10.1016/j.actbio.2022.11.024

publisherhttps://api.elsevier.com/content/article/PII:S1742706122007516?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S1742706122007516?httpAccept=text/plain

repositoryhttps://pubmed.ncbi.nlm.nih.gov/36402297

Fields of Study

Ultrasound Imaging and ElastographyElasticity and Material ModelingModel Reduction and Neural Networks0301 basic medicine03 medical and health sciences0206 medical engineering02 engineering and technologyHumansElastic ModulusElasticityDiagnostic ImagingNeural Networks, ComputerPhysicsStress, MechanicalFinite Element Analysis

MeSH Terms

Diagnostic ImagingElasticityHumansPhysicsStress, MechanicalNeural Networks, ComputerFinite Element AnalysisElastic Modulus

Keywords

Elasticity (physics)StiffnessLinear elasticityPoisson's ratioPoisson distributionFinite element methodElastic modulusMaterials scienceYoung's modulusModulusStatistical physicsMechanicsMathematical analysisGeometryBiomedical engineeringPhysicsMathematicsComposite materialStatisticsDeep LearningElasticity ImagingTissue BiomechanicsModel-based ElastographyDiagnostic ImagingFinite Element AnalysisHumansNeural Networks, ComputerStress, MechanicalElasticity