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Discovering 3D hidden elasticity in isotropic and transversely isotropic materials with physics-informed UNets

Acta Biomaterialia(2024)10.1016/j.actbio.2024.06.038Source: DataRank Database

Discovering 3D hidden elasticity in isotropic and transversely isotropic materials with physics-informed UNets is a research paper published in Acta Biomaterialia (2024). On theSindex it has a DataRank of 0. It has been cited 7 times.

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Open Access7 citations

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Funding (2 grants)Impact (FWCI 0.99)OA: hybridTopics (69)IDs (PubMed, OpenAlex)SDGs (1)

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 (2)

Kaveh Laksari ORCID,Ali Kamali ORCID

Live enrichment

PubMed:38960112 OpenAlex:https://openalex.org/W4400257996

National Institutes of Health

Grant: 5R21EB032187-03

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

NIBIB NIH HHS

Grant: R21 EB032187

FWCI

0.99

Citation Percentile

0.7%

Citation Trend

2025

2026

hybridLicense: cc-by

journalhttps://doi.org/10.1016/j.actbio.2024.06.038

publisherhttps://doi.org/10.1016/j.actbio.2024.06.038

publisherhttps://api.elsevier.com/content/article/PII:S1742706124003532?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S1742706124003532?httpAccept=text/plain

repositoryhttps://pubmed.ncbi.nlm.nih.gov/38960112

Fields of Study

Elasticity and Material ModelingUltrasound Imaging and ElastographyPhotoacoustic and Ultrasonic Imaging0206 medical engineering02 engineering and technology03 medical and health sciences0302 clinical medicineFinite Element AnalysisNeural Networks, ComputerCartilage, ArticularElasticityHumansBrainStress, MechanicalElastic ModulusAnisotropyImaging, Three-DimensionalAnimalsCompressive Strength

MeSH Terms

AnimalsBrainCartilage, ArticularElasticityHumansStress, MechanicalNeural Networks, ComputerAnisotropyCompressive StrengthFinite Element AnalysisImaging, Three-DimensionalElastic Modulus

Keywords

Transverse isotropyIsotropyMaterials scienceElasticity (physics)Finite element methodStiffnessBiomedical engineeringElastic modulusLinear elasticityAnisotropyYoung's modulusSoft matterPoisson's ratioComposite materialPhysicsPoisson distributionMathematicsOpticsStatisticsCartilage, ArticularCompressive Strengthphysics-informed deep learningFinite Element AnalysisBioengineeringtissue biomechanicsEngineeringImaging, Three-DimensionalHumansAnimalsdigital volume correlationBrainElasticityscientific computingBiomedical ImagingNeural Networks, ComputerStress, MechanicalBiotechnologymodel-based elastography

Sustainable Development Goals

SDG 0: Climate action