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Rapid Estimation of Left Ventricular Contractility with a Physics-Informed Neural Network Inverse Modeling Approach

arXiv (Cornell University)(2024)10.48550/arxiv.2401.07331Source: DataRank Database

Rapid Estimation of Left Ventricular Contractility with a Physics-Informed Neural Network Inverse Modeling Approach is a research paper published in arXiv (Cornell University) (2024). On theSindex it has a DataRank of 0.

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Enrichment:Funding (3 grants)OA: greenTopics (36)IDs (PubMed, OpenAlex)

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Authors (7)

Haifeng Wang ORCID,Lei Fan ORCID,Jenny S. Choy ORCID,Ghassan S. Kassab ORCID,Seungik Baek ORCID

Live enrichment

PubMed:21097893 OpenAlex:https://openalex.org/W4390962164

National Institutes of Health

Grant: 1R01HL163977-01

Data-driven optimization of therapy for heart failure

National Institutes of Health

Grant: 5R01HL166508-03

Mathematical Model-Based Optimization of CRT Response in Ischemia

National Institutes of Health

Grant: 5R01HL160997-02

Mechanisms of coronary flow heterogeneity: Implications for coronary sinus occlusion therapy

greenLicense: cc-by-nc-nd

repositoryhttps://arxiv.org/pdf/2401.07331

repositoryhttp://arxiv.org/abs/2401.07331

repositoryhttps://doi.org/10.48550/arxiv.2401.07331

https://doi.org/10.1016/j.artmed.2024.102995

https://dx.doi.org/10.48550/arxiv.2401.07331

Fields of Study

Cardiovascular Function and Risk FactorsCardiac electrophysiology and arrhythmiasCardiac Imaging and DiagnosticsComputational Engineering, Finance, and Science (cs.CE)FOS: Computer and information sciences0206 medical engineering02 engineering and technology03 medical and health sciences0302 clinical medicine

Keywords

DobutamineContractilityVentricleWaveformOrdinary differential equationOdeInverseAlgorithmApplied mathematicsMathematicsPhysicsComputer scienceMathematical analysisDifferential equationCardiologyMedicineHemodynamicsFOS: Computer and information sciencesHeart VentriclesModels, CardiovascularMyocardial ContractionVentricular Function, LeftComputational Engineering, Finance, and Science (cs.CE)HumansComputer SimulationNeural Networks, ComputerComputer Science - Computational Engineering, Finance, and Science