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Functional Imaging and Modeling of the Heart

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Cover of 'Functional Imaging and Modeling of the Heart'

Table of Contents

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    Book Overview
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    Chapter 1 Characterization of the Septal Discontinuity in Ex-Vivo Human Hearts Using Diffusion Tensor Imaging: The Potential Structural Determinism Played by Fiber Orientation in Clinical Phenotype of Laminopathy Patients
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    Chapter 2 Ultrastructure Analysis of Cardiomyocytes and Their Nuclei
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    Chapter 3 Description of the Intrusion Angle of Local Cardiomyocyte Aggregates in Human Left Ventricular Free Wall Using X-ray Phase-Contrast Tomography
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    Chapter 4 A Micro-anatomical Model of the Infarcted Left Ventricle Border Zone to Study the Influence of Collagen Undulation
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    Chapter 5 Symmetric Multimodal Mapping of Ex Vivo Cardiac Microstructure of Large Mammalian Whole Hearts for Volumetric Comparison of Myofiber Orientation Estimated from Diffusion MRI and MicroCT
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    Chapter 6 The Effect of Temporal Variations in Myocardial Perfusion on Diffusion Tensor Measurements
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    Chapter 7 Ventricular Helix Angle Trends and Long-Range Connectivity
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    Chapter 8 On the Possibility of Estimating Myocardial Fiber Architecture from Cardiac Strains
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    Chapter 9 The Fibrotic Kernel Signature: Simulation-Free Prediction of Atrial Fibrillation
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    Chapter 10 Isogeometric-Mechanics-Driven Electrophysiology Simulations of Ventricular Tachycardia
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    Chapter 11 Cellular Automata for Fast Simulations of Arrhythmogenic Atrial Substrate
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    Chapter 12 Effect of Gap Junction Distribution, Size, and Shape on the Conduction Velocity in a Cell-by-Cell Model for Electrophysiology
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    Chapter 13 Automated Generation of Purkinje Networks in the Human Heart Considering the Anatomical Variability
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    Chapter 14 On the Accuracy of Eikonal Approximations in Cardiac Electrophysiology in the Presence of Fibrosis
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    Chapter 15 Sensitivity of Repolarization Gradients to Infarct Borderzone Properties Assessed with the Ten Tusscher and Modified Mitchell-Schaeffer Model
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    Chapter 16 Numerical Investigation of Methods Used in Commercial Clinical Devices for Solving the ECGI Inverse Problem
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    Chapter 17 Evaluation of Inverse Electrocardiography Solutions Based on Signal-Averaged Beats to Localize the Origins of Spontaneous Premature Ventricular Contractions in Humans
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    Chapter 18 An in silico Study of Cardiac hiPSC Electronic Maturation by Dynamic Clamp
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    Chapter 19 Electrocardiology Modeling After Catheter Ablations for Atrial Fibrillation
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    Chapter 20 Modeling Cardiac Stimulation by a Pacemaker, with Accurate Tissue-Electrode Interface
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    Chapter 21 Simulated Excitation Patterns in the Atria and Their Corresponding Electrograms
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    Chapter 22 Deep Learning-Based Emulation of Human Cardiac Activation Sequences
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    Chapter 23 Influence of Myocardial Infarction on QRS Properties: A Simulation Study
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    Chapter 24 Effect of Spatial and Temporal Resolution on the Accuracy of Motion Tracking Using 2D and 3D Cine Cardiac Magnetic Resonance Imaging Data
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    Chapter 25 Extraction of Volumetric Indices from Echocardiography: Which Deep Learning Solution for Clinical Use?
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    Chapter 26 Whole Heart 3D Shape Reconstruction from Sparse Views: Leveraging Cardiac Computed Tomography for Cardiovascular Magnetic Resonance
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    Chapter 27 Comparison of CNN Fusion Strategies for Left Ventricle Segmentation from Multi-modal MRI
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    Chapter 28 Long Axis Cardiac MRI Segmentation Using Anatomically-Guided UNets and Transfer Learning
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    Chapter 29 Deep Active Learning for Left Ventricle Segmentation in Echocardiography
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    Chapter 30 Right Ventricular Volume Prediction by Feature Tokenizer Transformer-Based Regression of 2D Echocardiography Small-Scale Tabular Data
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    Chapter 31 Detection of Aortic Cusp Landmarks in Computed Tomography Images with Deep Learning
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    Chapter 32 Automatic Detection of Coil Position in the Chest X-ray Images for Assessing the Risks of Lead Extraction Procedures
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    Chapter 33 Cardiac MRI Tagline Extraction Based on Diffeomorphic Active Contour Algorithm
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    Chapter 34 Weighted Tissue Thickness
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    Chapter 35 Strainger Things: Discrete Differential Geometry for Transporting Right Ventricular Deformation Across Meshes
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    Chapter 36 Shape Morphing and Slice Shift Correction in Congenital Heart Defect Model Generation
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    Chapter 37 Implicit Neural Representations for Modeling of Abdominal Aortic Aneurysm Progression
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    Chapter 38 Prototype of a Cardiac MRI Simulator for the Training of Supervised Neural Networks
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    Chapter 39 Deformable Image Registration Using Vision Transformers for Cardiac Motion Estimation from Cine Cardiac MRI Images
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    Chapter 40 Unsupervised Polyaffine Transformation Learning for Echocardiography Motion Estimation
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    Chapter 41 Automated Analysis of Mitral Inflow Doppler Using Deep Neural Networks
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    Chapter 42 VisHeart: A Visualization and Analysis Tool for Multidimensional Data
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    Chapter 43 Generating Short-Axis DENSE Images from 4D XCAT Phantoms: A Proof-of-Concept Study
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    Chapter 44 Vortex Duration Time to Infer Pulmonary Hypertension: In-Silico Emulation and Dependence on Quantification Technique
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    Chapter 45 Modelling Blood Flow and Biochemical Reactions Underlying Thrombogenesis in Atrial Fibrillation
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    Chapter 46 SE(3) Symmetry Lets Graph Neural Networks Learn Arterial Velocity Estimation from Small Datasets
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    Chapter 47 Influence of Anisotropy on Fluid-Structure Interaction Simulations of Image-Based and Generic Mitral Valves
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    Chapter 48 Computational Modelling of the Cardiovascular System for the Non-invasive Diagnosis of Portal Hypertension
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    Chapter 49 An Image-Based Computational Model of the Newborn Cardiovascular System with Term and Preterm Applications
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    Chapter 50 Impact of Blood Rheological Strategies on the Optimization of Patient-Specific LAAO Configurations for Thrombus Assessment
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    Chapter 51 Shape-Guided In-Silico Characterization of 3D Fetal Arch Hemodynamics in Suspected Coarctation of the Aorta
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    Chapter 52 Showcasing Capabilities of a Hybrid Mock Circulation Loop for Investigation of Aortic Coarctation
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    Chapter 53 Hemodynamics in Patients with Aortic Coarctation: A Comparison of  in vivo 4D-Flow MRI and FSI Simulation
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    Chapter 55 High-Speed High-Fidelity Cardiac Simulations Using a Neural Network Finite Element Approach
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    Chapter 56 Effect of Varying Pericardial Boundary Conditions on Whole Heart Function: A Computational Study
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    Chapter 57 An Extended Generalized Hill Model for Cardiac Tissue: Comparison with Different Approaches Based on Experimental Data
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    Chapter 58 pyheart-lib: A Python Library for LS-DYNA Multi-physics Heart Simulations
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    Chapter 59 Evaluation of Mechanical Unloading of a Patient-Specific Left Ventricle: A Numerical Comparison Study
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    Chapter 60 A Modelling Study of Pulmonary Regurgitation in a Personalized Human Heart
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    Chapter 61 Pump and Tissue Function in the Infarcted Heart Supported by a Regenerative Assist Device: A Computational Study
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    Chapter 62 Which Anatomical Directions to Quantify Local Right Ventricular Strain in 3D Echocardiography?
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    Chapter 63 Biomechanical Model to Aid Surgical Planning in Complex Congenital Heart Diseases
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    Chapter 64 Automated Estimation of Left Ventricular Diastolic Chamber Stiffness: Application to Patients with Heart Failure and Aortic Regurgitation
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    Chapter 65 A Computational Pipeline for Patient-Specific Prediction of the Post-operative Mitral Valve Functional State
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    Chapter 66 Automatic Aortic Valve Pathology Detection from 3-Chamber Cine MRI with Spatio-Temporal Attention Maps
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    Chapter 67 Uncertainty to Improve the Automatic Measurement of Left Ventricular Ejection Fraction in 2D Echocardiography Using CNN-Based Segmentation
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    Chapter 68 Automated Estimation of Motion Patterns of the Left Ventricle Supports Cardiomyopathy Identification
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    Chapter 69 Assessment of the Evolution of Temporal Segmental Strain in a Longitudinal Study of Myocardial Infarction
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    Chapter 70 Localizing Cardiac Dyssynchrony in M-mode Echocardiography with Attention Maps
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    Chapter 71 The Extent of LGE-Defined Fibrosis Predicts Ventricular Arrhythmia Severity: Insights from a Preclinical Model of Chronic Infarction
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    Chapter 72 Left Ventricular Work and Power are Constant Despite Varying Cardiac Cycle Length—Implications for Patients with Atrial Fibrillation
Attention for Chapter 16: Numerical Investigation of Methods Used in Commercial Clinical Devices for Solving the ECGI Inverse Problem
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Chapter title
Numerical Investigation of Methods Used in Commercial Clinical Devices for Solving the ECGI Inverse Problem
Chapter number 16
Book title
Functional Imaging and Modeling of the Heart
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-35302-4_16
Book ISBNs
978-3-03-135301-7, 978-3-03-135302-4
Authors

Gassa, Narimane, Kalinin, Vitaly, Zemzemi, Nejib

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