Cargando…

Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle

We consider parameter inference in cardio‐mechanic models of the left ventricle, in particular the one based on the Holtzapfel‐Ogden (HO) constitutive law, using clinical in vivo data. The equations underlying these models do not admit closed form solutions and hence need to be solved numerically. T...

Descripción completa

Detalles Bibliográficos
Autores principales:	Borowska, Agnieszka, Gao, Hao, Lazarus, Alan, Husmeier, Dirk
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley & Sons, Inc. 2022
Materias:	Applied Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9285944/ https://www.ncbi.nlm.nih.gov/pubmed/35302293 http://dx.doi.org/10.1002/cnm.3593

Ejemplares similares

Fast parameter inference in a biomechanical model of the left ventricle by using statistical emulation
por: Davies, Vinny, et al.
Publicado: (2019)

Approximate Bayesian inference in semi-mechanistic models
por: Aderhold, Andrej, et al.
Publicado: (2016)

Sensitivity analysis and inverse uncertainty quantification for the left ventricular passive mechanics
por: Lazarus, Alan, et al.
Publicado: (2022)

Changes and classification in myocardial contractile function in the left ventricle following acute myocardial infarction
por: Gao, Hao, et al.
Publicado: (2017)

A Bayesian approach for parameter estimation in the extended clock gene circuit of Arabidopsis thaliana
por: Higham, Catherine F, et al.
Publicado: (2013)

Effects of Weather Parameters on Endurance Running Performance: Discipline-specific Analysis of 1258 Races
por: MANTZIOS, KONSTANTINOS, et al.
Publicado: (2022)

Approximate parameter inference in systems biology using gradient matching: a comparative evaluation
por: Macdonald, Benn, et al.
Publicado: (2016)

ShinyKGode: an interactive application for ODE parameter inference using gradient matching
por: Wandy, Joe, et al.
Publicado: (2018)

Froude Efficiency and Velocity Fluctuation in Forearm-Amputee Front Crawl: Implications for Para Swimming Classification
por: O’DOWD, DAWN N., et al.
Publicado: (2023)

Exogenous Ketosis Improves Sleep Efficiency and Counteracts the Decline in REM Sleep after Strenuous Exercise
por: ROBBERECHTS, RUBEN, et al.
Publicado: (2023)

Synchronizing Gait with Cardiac Cycle Phase Alters Heart Rate Response during Running
por: CONSTANTINI, KEREN, et al.
Publicado: (2018)

Ventricular wall stress and wall shear stress homeostasis predicts cardiac remodeling during pregnancy: A modeling study
por: Comunale, Giulia, et al.
Publicado: (2021)

Bayesian inference: parameter estimation and decisions
por: Harney, Hanns L
Publicado: (2003)

IMPARO: inferring microbial interactions through parameter optimisation
por: Vidanaarachchi, Rajith, et al.
Publicado: (2020)

A new noninvasive and patient‐specific hemodynamic index for the severity of renal stenosis and outcome of interventional treatment
por: Yu, Huidan, et al.
Publicado: (2022)

Modelling Transcriptional Regulation with a Mixture of Factor Analyzers and Variational Bayesian Expectation Maximization
por: Lin, Kuang, et al.
Publicado: (2009)

Two-Point Left Ventricle Pacing and Cardiac Computed Tomography
por: Mlynarski, Rafal, et al.
Publicado: (2012)

Cardiorespiratory Fitness, Fat Mass, and Cardiometabolic Health with Endothelial Function, Arterial Elasticity, and Stiffness
por: AGBAJE, ANDREW O., et al.
Publicado: (2022)

Cardiac Magnetic Resonance with Delayed Enhancement of the Right Ventricle in patients with Left Ventricle primary involvement: diagnosis and evaluation of functional parameters.
por: Toia, Patrizia, et al.
Publicado: (2022)

Gradient Matching Methods for Computational Inference in Mechanistic Models for Systems Biology: A Review and Comparative Analysis
por: Macdonald, Benn, et al.
Publicado: (2015)

Efficient Bayesian inference under the structured coalescent
por: Vaughan, Timothy G., et al.
Publicado: (2014)

Benefits of 8-wk Mindfulness-based Stress Reduction or Aerobic Training on Seasonal Declines in Physical Activity
por: MEYER, JACOB D., et al.
Publicado: (2018)

Analysis of Cardiac Amyloidosis Progression Using Model-Based Markers
por: Li, Wenguang, et al.
Publicado: (2020)

Bayesian inference of epidemiological parameters from transmission experiments
por: Hu, Ben, et al.
Publicado: (2017)

Left Ventricle Relative Apical Sparing in Cardiac Amyloidosis
por: Nardozza, Marianna, et al.
Publicado: (2017)

Bayesian optimisation for breeding schemes
por: Diot, Julien, et al.
Publicado: (2023)

An Efficient Coalescent Epoch Model for Bayesian Phylogenetic Inference
por: Bouckaert, Remco R
Publicado: (2022)

Efficient Bayesian inference for stochastic agent-based models
por: Jørgensen, Andreas Christ Sølvsten, et al.
Publicado: (2022)

Efficient Bayesian inference under the multispecies coalescent with migration
por: Flouri, Tomáš, et al.
Publicado: (2023)

The influence of physical exercise on the relation between the phase of cardiac cycle and shooting accuracy in biathlon
por: Gallicchio, Germano, et al.
Publicado: (2018)

Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation
por: Kangasrääsiö, Antti, et al.
Publicado: (2019)

Topological approximate Bayesian computation for parameter inference of an angiogenesis model
por: Thorne, Thomas, et al.
Publicado: (2022)

Inference of the drivers of collective movement in two cell types: Dictyostelium and melanoma
por: Ferguson, Elaine A., et al.
Publicado: (2016)

Statistical inference in mechanistic models: time warping for improved gradient matching
por: Niu, Mu, et al.
Publicado: (2017)

Bayesian inference
por: Cardenas, Rosario O
Publicado: (2018)

Effects of Increased Loading on In Vivo Tendon Properties: A Systematic Review
por: WIESINGER, HANS-PETER, et al.
Publicado: (2015)

Longitudinal Increases in Knee Abduction Moments in Females during Adolescent Growth
por: HEWETT, TIMOTHY E., et al.
Publicado: (2015)

Effect of Heat and Heat Acclimatization on Cycling Time Trial Performance and Pacing
por: RACINAIS, SEBASTIEN, et al.
Publicado: (2015)

How Joint Torques Affect Hamstring Injury Risk in Sprinting Swing–Stance Transition
por: SUN, YULIANG, et al.
Publicado: (2015)

Comparison of SEER Treatment Data With Medicare Claims
por: Noone, Anne-Michelle, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_jlh8icfsr6sffuu0357tfjejbs