Creation and application of virtual patient cohorts of heart models
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Title
Creation and application of virtual patient cohorts of heart models
Authors
Keywords
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Journal
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
Volume 378, Issue 2173, Pages 20190558
Publisher
The Royal Society
Online
2020-05-25
DOI
10.1098/rsta.2019.0558
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Note: Only part of the references are listed.- The Impact of Left Atrium Appendage Morphology on Stroke Risk Assessment in Atrial Fibrillation: A Computational Fluid Dynamics Study
- (2019) Alessandro Masci et al. Frontiers in Physiology
- Real-time interactive simulations of large-scale systems on personal computers and cell phones: Toward patient-specific heart modeling and other applications
- (2019) Abouzar Kaboudian et al. Science Advances
- Pacing in proximity to scar during cardiac resynchronization therapy increases local dispersion of repolarization and susceptibility to ventricular arrhythmogenesis.
- (2019) Caroline Mendonca Costa et al. HEART RHYTHM
- Effects of left ventricle wall thickness uncertainties on cardiac mechanics
- (2019) Joventino O. Campos et al. Biomechanics and Modeling in Mechanobiology
- Arrhythmogenic propensity of the fibrotic substrate after atrial fibrillation ablation: a longitudinal study using magnetic resonance imaging-based atrial models
- (2019) Rheeda L Ali et al. CARDIOVASCULAR RESEARCH
- The New Wave of Cardiovascular Biomechanics
- (2019) Partho P. Sengupta et al. JACC-Cardiovascular Imaging
- Generation of a cohort of whole-torso cardiac models for assessing the utility of a novel computed shock vector efficiency metric for ICD optimisation
- (2019) Anne-Marie Plancke et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Comprehensive Uncertainty Quantification and Sensitivity Analysis for Cardiac Action Potential Models
- (2019) Pras Pathmanathan et al. Frontiers in Physiology
- Optimization Framework for Patient-Specific Cardiac Modeling
- (2019) Joshua Mineroff et al. Cardiovascular Engineering and Technology
- Computationally guided personalized targeted ablation of persistent atrial fibrillation
- (2019) Patrick M. Boyle et al. Nature Biomedical Engineering
- General Principles for the Validation of Proarrhythmia Risk Prediction Models: An Extension of the CiPA In Silico Strategy
- (2019) Zhihua Li et al. CLINICAL PHARMACOLOGY & THERAPEUTICS
- Cardiovascular models for personalised medicine: Where now and where next?
- (2019) D. Rodney Hose et al. MEDICAL ENGINEERING & PHYSICS
- A rule-based method for predicting the electrical activation of the heart with cardiac resynchronization therapy from non-invasive clinical data
- (2019) A.W.C. Lee et al. MEDICAL IMAGE ANALYSIS
- Multi-fidelity classification using Gaussian processes: Accelerating the prediction of large-scale computational models
- (2019) Francisco Sahli Costabal et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Clinical Usefulness of Computational Modeling-Guided Persistent Atrial Fibrillation Ablation: Updated Outcome of Multicenter Randomized Study
- (2019) In-Soo Kim et al. Frontiers in Physiology
- Quantifying atrial anatomy uncertainty from clinical data and its impact on electro-physiology simulation predictions
- (2019) Cesare Corrado et al. MEDICAL IMAGE ANALYSIS
- From ionic to cellular variability in human atrial myocytes: an integrative computational and experimental study
- (2018) Anna Muszkiewicz et al. AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY
- Next-generation, personalised, model-based critical care medicine: a state-of-the art review of in silico virtual patient models, methods, and cohorts, and how to validation them
- (2018) J. Geoffrey Chase et al. Biomedical Engineering Online
- An optimization-based algorithm for the construction of cardiac Purkinje network models
- (2018) Jesuliana Ulysses et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Generalisability of a Virtual Trials Method for Glycaemic Control in Intensive Care
- (2018) Jennifer L. Dickson et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Transfer Learning from Simulations on a Reference Anatomy for ECGI in Personalised Cardiac Resynchronization Therapy
- (2018) Sophie Giffard-Roisin et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Fast uncertainty quantification of activation sequences in patient-specific cardiac electrophysiology meeting clinical time constraints
- (2018) A. Quaglino et al. International Journal for Numerical Methods in Biomedical Engineering
- Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows
- (2018) Lifei Zhao et al. JOURNAL OF COMPUTATIONAL PHYSICS
- A work flow to build and validate patient specific left atrium electrophysiology models from catheter measurements
- (2018) Cesare Corrado et al. MEDICAL IMAGE ANALYSIS
- Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology
- (2018) Jwala Dhamala et al. MEDICAL IMAGE ANALYSIS
- OUP accepted manuscript
- (2018) EUROPACE
- Fitting two human atrial cell models to experimental data using Bayesian history matching
- (2018) Sam Coveney et al. PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY
- Personalized virtual-heart technology for guiding the ablation of infarct-related ventricular tachycardia
- (2018) Adityo Prakosa et al. Nature Biomedical Engineering
- Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling
- (2018) Chris D. Cantwell et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Patient-specific simulations predict efficacy of ablation of interatrial connections for treatment of persistent atrial fibrillation
- (2018) Caroline H Roney et al. EUROPACE
- Equalization of four cardiovascular risk algorithms after systematic recalibration: individual-participant meta-analysis of 86 prospective studies
- (2018) Lisa Pennells et al. EUROPEAN HEART JOURNAL
- The UK Biobank resource with deep phenotyping and genomic data
- (2018) Clare Bycroft et al. NATURE
- Computational models in cardiology
- (2018) Steven A. Niederer et al. Nature Reviews Cardiology
- Ectopic beats arise from micro-reentries near infarct regions in simulations of a patient-specific heart model
- (2018) Rafael Sachetto Oliveira et al. Scientific Reports
- Learning Domain Shift in Simulated and Clinical Data: Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms
- (2018) Mohammed Alawad et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Personalized Models of Human Atrial Electrophysiology Derived From Endocardial Electrograms
- (2017) Cesare Corrado et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Noninvasive Personalization of a Cardiac Electrophysiology Model From Body Surface Potential Mapping
- (2017) Sophie Giffard-Roisin et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Incorporation of stochastic engineering models as prior information in Bayesian medical device trials
- (2017) Tarek Haddad et al. Journal of Biopharmaceutical Statistics
- Variational Inference: A Review for Statisticians
- (2017) David M. Blei et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- In silico assessment of biomedical products: The conundrum of rare but not so rare events in two case studies
- (2017) Marco Viceconti et al. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART H-JOURNAL OF ENGINEERING IN MEDICINE
- Predictive model identifies key network regulators of cardiomyocyte mechano-signaling
- (2017) Philip M. Tan et al. PLoS Computational Biology
- The cardiovascular system: Mathematical modelling, numerical algorithms and clinical applications
- (2017) A. Quarteroni et al. ACTA NUMERICA
- Virtual In-Silico Modeling Guided Catheter Ablation Predicts Effective Linear Ablation Lesion Set for Longstanding Persistent Atrial Fibrillation: Multicenter Prospective Randomized Study
- (2017) Jaemin Shim et al. Frontiers in Physiology
- Uncertainty Quantification Reveals the Importance of Data Variability and Experimental Design Considerations for in Silico Proarrhythmia Risk Assessment
- (2017) Kelly C. Chang et al. Frontiers in Physiology
- Reconstructing three-dimensional reentrant cardiac electrical wave dynamics using data assimilation
- (2016) M. J. Hoffman et al. CHAOS
- Anatomically accurate high resolution modeling of human whole heart electromechanics: A strongly scalable algebraic multigrid solver method for nonlinear deformation
- (2016) Christoph M. Augustin et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Effects of Heterogeneous Diffuse Fibrosis on Arrhythmia Dynamics and Mechanism
- (2016) Ivan V. Kazbanov et al. Scientific Reports
- Making sense of big data in health research: Towards an EU action plan
- (2016) Charles Auffray et al. Genome Medicine
- Comparison of Detailed and Simplified Models of Human Atrial Myocytes to Recapitulate Patient Specific Properties
- (2016) Daniel M. Lombardo et al. PLoS Computational Biology
- A database of virtual healthy subjects to assess the accuracy of foot-to-foot pulse wave velocities for estimation of aortic stiffness
- (2015) Marie Willemet et al. AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY
- Impact of geometric uncertainty on hemodynamic simulations using machine learning
- (2015) Sethuraman Sankaran et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- A guide to uncertainty quantification and sensitivity analysis for cardiovascular applications
- (2015) Vinzenz Gregor Eck et al. International Journal for Numerical Methods in Biomedical Engineering
- Identification of weakly coupled multiphysics problems. Application to the inverse problem of electrocardiography
- (2015) Cesare Corrado et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Model-based computation of total stressed blood volume from a preload reduction manoeuvre
- (2015) Antoine Pironet et al. MATHEMATICAL BIOSCIENCES
- Probabilistic machine learning and artificial intelligence
- (2015) Zoubin Ghahramani NATURE
- Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart
- (2015) Elham Kayvanpour et al. PLoS One
- Verification of cardiac mechanics software: benchmark problems and solutions for testing active and passive material behaviour
- (2015) Sander Land et al. PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- Bringing cohort studies to the bedside: framework for a ‘green button’ to support clinical decision-making
- (2015) Blanca Gallego et al. Journal of Comparative Effectiveness Research
- Future opportunities and trends for e-infrastructures and life sciences: going beyond the grid to enable life science data analysis
- (2015) Afonso M. S. Duarte et al. Frontiers in Genetics
- Consensus on circulatory shock and hemodynamic monitoring. Task force of the European Society of Intensive Care Medicine
- (2014) Maurizio Cecconi et al. INTENSIVE CARE MEDICINE
- Likelihood-informed dimension reduction for nonlinear inverse problems
- (2014) T Cui et al. INVERSE PROBLEMS
- Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals
- (2014) Oliver Zettinig et al. MEDICAL IMAGE ANALYSIS
- Development of a new generation of high-resolution anatomical models for medical device evaluation: the Virtual Population 3.0
- (2014) Marie-Christine Gosselin et al. PHYSICS IN MEDICINE AND BIOLOGY
- The Role of Purkinje-Myocardial Coupling during Ventricular Arrhythmia: A Modeling Study
- (2014) Elham Behradfar et al. PLoS One
- Virtual ablation for atrial fibrillation in personalized in-silico three-dimensional left atrial modeling: Comparison with clinical catheter ablation
- (2014) Minki Hwang et al. PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY
- Towards real-time simulation of cardiac electrophysiology in a human heart at high resolution
- (2013) David F. Richards et al. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING
- A Parallel Tempering algorithm for probabilistic sampling and multimodal optimization
- (2013) Malcolm Sambridge GEOPHYSICAL JOURNAL INTERNATIONAL
- mRNA Expression Levels in Failing Human Hearts Predict Cellular Electrophysiological Remodeling: A Population-Based Simulation Study
- (2013) John Walmsley et al. PLoS One
- Experimentally calibrated population of models predicts and explains intersubject variability in cardiac cellular electrophysiology
- (2013) Oliver J. Britton et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- High-Resolution 3-Dimensional Reconstruction of the Infarct Border Zone
- (2012) Sally L. Rutherford et al. CIRCULATION RESEARCH
- Exploiting mathematical models to illuminate electrophysiological variability between individuals
- (2012) Amrita X. Sarkar et al. JOURNAL OF PHYSIOLOGY-LONDON
- Virtual Patients and Sensitivity Analysis of the Guyton Model of Blood Pressure Regulation: Towards Individualized Models of Whole-Body Physiology
- (2012) Robert Moss et al. PLoS Computational Biology
- Generalized sensitivities and optimal experimental design
- (2011) H. T. Banks et al. Journal of Inverse and Ill-Posed Problems
- Riemann manifold Langevin and Hamiltonian Monte Carlo methods
- (2011) Mark Girolami et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Verification of cardiac tissue electrophysiology simulators using an N-version benchmark
- (2011) S. A. Niederer et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- Simulating Human Cardiac Electrophysiology on Clinical Time-Scales
- (2011) Steven Niederer et al. Frontiers in Physiology
- Markov models for ion channels: versatility versus identifiability and speed
- (2009) M. Fink et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems
- (2008) T. Toni et al. Journal of the Royal Society Interface
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