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Functional imaging and modeling of the heart : 5th international conference, FIMH 2009, Nice, France, June 3-5, 2009 : proceedings / / Nicholas Ayache, Herve Delingette, Maxime Sermesant (eds.)
Functional imaging and modeling of the heart : 5th international conference, FIMH 2009, Nice, France, June 3-5, 2009 : proceedings / / Nicholas Ayache, Herve Delingette, Maxime Sermesant (eds.)
Edizione [1st ed. 2009.]
Pubbl/distr/stampa Berlin, : Springer, -Verlag, c2009
Descrizione fisica 1 online resource (XVII, 537 p.)
Disciplina 006.6
006.37
Altri autori (Persone) AyacheNicholas
DelingetteHerve
SermesantMaxime
Collana Lecture notes in computer science
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Soggetto topico Heart - Computer simulation
Heart - Imaging
ISBN 3-642-01932-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Cardiac Imaging and Electrophysiology -- Characterization of Post-infarct Scars in a Porcine Model – A Combined Experimental and Theoretical Study -- Evolution of Intracellular Ca2?+? Waves from about 10,000 RyR Clusters: Towards Solving a Computationally Daunting Task -- Cardiac Motion Estimation from Intracardiac Electrical Mapping Data: Identifying a Septal Flash in Heart Failure -- Extracting Clinically Relevant Circular Mapping and Coronary Sinus Catheter Potentials from Atrial Simulations -- Cardiac Architecture Imaging and Analysis -- Cardiac Fibre Trace Clustering for the Interpretation of the Human Heart Architecture -- A Quantitative Comparison of the Myocardial Fibre Orientation in the Rabbit as Determined by Histology and by Diffusion Tensor-MRI -- Adaptive Reorientation of Cardiac Myofibers: Comparison of Left Ventricular Shear in Model and Experiment -- The Purkinje System and Cardiac Geometry: Assessing Their Influence on the Paced Heart -- Noise-Reduced TPS Interpolation of Primary Vector Fields for Fiber Tracking in Human Cardiac DT-MRI -- Comparison of Rule-Based and DTMRI-Derived Fibre Architecture in a Whole Rat Ventricular Computational Model -- Cardiac Imaging -- Fixing the Beating Heart: Ultrasound Guidance for Robotic Intracardiac Surgery -- Lumen Border Detection of Intravascular Ultrasound via Denoising of Directional Wavelet Representations -- A Statistical Approach for Detecting Tubular Structures in Myocardial Infarct Scars -- Quantitative Tool for the Assessment of Myocardial Perfusion during X-Ray Angiographic Procedures -- Multiview RT3D Echocardiography Image Fusion -- Cardiac Electrophysiology -- Investigating Arrhythmogenic Effects of the hERG Mutation N588K in Virtual Human Atria -- Left to Right Atrial Electrophysiological Differences: Substrate for a Dominant Reentrant Source during Atrial Fibrillation -- Electrocardiographic Simulation on Coupled Meshfree-BEM Platform -- HERG Effects on Ventricular Action Potential Duration and Tissue Vulnerability: A Computational Study -- Voxel Based Adaptive Meshless Method for Cardiac Electrophysiology Simulation -- Cardiac Motion Estimation -- Local Cardiac Wall Motion Estimation from Retrospectively Gated CT Images -- Physically-Constrained Diffeomorphic Demons for the Estimation of 3D Myocardium Strain from Cine-MRI -- Coronary Occlusion Detection with 4D Optical Flow Based Strain Estimation on 4D Ultrasound -- Cardiac Motion Extraction from Images by Filtering Estimation Based on a Biomechanical Model -- Active Model with Orthotropic Hyperelastic Material for Cardiac Image Analysis -- Cardiac Mechanics -- Personalised Electromechanical Model of the Heart for the Prediction of the Acute Effects of Cardiac Resynchronisation Therapy -- Ventricular Mechanical Asynchrony in Pulmonary Arterial Hypertension: A Model Study -- A Hybrid Tissue-Level Model of the Left Ventricle: Application to the Analysis of the Regional Cardiac Function in Heart Failure -- Cardiac Electrophysiology -- The Role of Blood Vessels in Rabbit Propagation Dynamics and Cardiac Arrhythmias -- Estimation of Atrial Multiple Reentrant Circuits from Surface ECG Signals Based on a Vectorcardiographic Approach -- Atrial Anatomy Influences Onset and Termination of Atrial Fibrillation: A Computer Model Study -- Cardiac Image Analysis -- Left Ventricle Segmentation from Contrast Enhanced Fast Rotating Ultrasound Images Using Three Dimensional Active Shape Models -- Free-Form Deformations Using Adaptive Control Point Status for Whole Heart MR Segmentation -- Integrating Viability Information into a Cardiac Model for Interventional Guidance -- 3D TEE Registration with X-Ray Fluoroscopy for Interventional Cardiac Applications -- Multi-sequence Registration of Cine, Tagged and Delay-Enhancement MRI with Shift Correction and Steerable Pyramid-Based Detagging -- Segmentation of Left Ventricle in Cardiac Cine MRI: An Automatic Image-Driven Method -- Cardiac Biophysical Simulation -- The Importance of Model Parameters and Boundary Conditions in Whole Organ Models of Cardiac Contraction -- Numerical Simulation of the Electromechanical Activity of the Heart -- A Global Sensitivity Index for Biophysically Detailed Cardiac Cell Models: A Computational Approach -- Cardiac Motion Recovery and Boundary Conditions Estimation by Coupling an Electromechanical Model and Cine-MRI Data -- Atrioventricular Blood Flow Simulation Based on Patient-Specific Data -- Cardiac Research Platforms -- A Software Platform for Real-Time Visualization and Manipulation of 4D Cardiac Images -- euHeartDB: A Web-Enabled Database for Geometrical Models of the Heart -- GIMIAS: An Open Source Framework for Efficient Development of Research Tools and Clinical Prototypes -- Cardiac Image Analysis -- Maximum Likelihood Motion Estimation in 3D Echocardiography through Non-rigid Registration in Spherical Coordinates -- Large Diffeomorphic FFD Registration for Motion and Strain Quantification from 3D-US Sequences -- Random Forest Classification for Automatic Delineation of Myocardium in Real-Time 3D Echocardiography -- Discriminative Joint Context for Automatic Landmark Set Detection from a Single Cardiac MR Long Axis Slice -- Cardiac Anatomical and Functional Imaging -- Cardiac Imaging and Modeling for Guidance of Minimally Invasive Beating Heart Interventions -- Computer-Assisted Open Heart CABG: Image-Guided Navigation for All Target Vessels -- Extraction of Coronary Vascular Tree and Myocardial Perfusion Data from Stacks of Cryomicrotome Images -- Intravoxel Fibre Structure of the Left Ventricular Free Wall and Posterior Left-Right Ventricular Insertion Site in Canine Myocardium Using Q-Ball Imaging -- Cardiac Electrophysiology -- Relationship between Maximal Upstroke Velocity of Transmembrane Voltage and Minimum Time Derivative of Extracellular Potential -- Effects of Anisotropy and Transmural Heterogeneity on the T-Wave Polarity of Simulated Electrograms -- From Intracardiac Electrograms to Electrocardiograms: Models and Metamodels.
Altri titoli varianti FIMH 2009
Record Nr. UNINA-9910484698903321
Berlin, : Springer, -Verlag, c2009
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Functional imaging and modeling of the heart : 4th international conference, FIMH 2007, Salt Lake City, UT, USA, June 7-9, 2007 : proceedings / / Frank B. Sachse, Gunnar Seemann (editors)
Functional imaging and modeling of the heart : 4th international conference, FIMH 2007, Salt Lake City, UT, USA, June 7-9, 2007 : proceedings / / Frank B. Sachse, Gunnar Seemann (editors)
Edizione [1st ed. 2007.]
Pubbl/distr/stampa Berlin ; ; Heidelberg ; ; New York : , : Springer, , [2007]
Descrizione fisica 1 online resource (497 p.)
Disciplina 611.12
Collana Lecture notes in computer science
Soggetto topico Heart - Imaging
Heart - Computer simulation
ISBN 3-540-72907-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Imaging and Image Analysis -- Local Wall-Motion Classification in Echocardiograms Using Shape Models and Orthomax Rotations -- A Fully 3D System for Cardiac Wall Deformation Analysis in MRI Data -- Automated Tag Tracking Using Gabor Filter Bank, Robust Point Matching, and Deformable Models -- Strain Measurement in the Left Ventricle During Systole with Deformable Image Registration -- Vessel Enhancement in 2D Angiographic Images -- Effect of Noise and Slice Profile on Strain Quantifications of Strain Encoding (SENC) MRI -- Reconstruction of Detailed Left Ventricle Motion from tMRI Using Deformable Models -- Computer Aided Reconstruction and Motion Analysis of 3D Mitral Annulus -- Volumetric Analysis of the Heart Using Echocardiography -- Constrained Reconstruction of Sparse Cardiac MR DTI Data -- An Experimental Framework to Validate 3D Models of Cardiac Electrophysiology Via Optical Imaging and MRI -- A Framework for Analyzing Confocal Images of Transversal Tubules in Cardiomyocytes -- Cardiac Electrophysiology -- Computer Simulation of Altered Sodium Channel Gating in Rabbit and HumanVentricular Myocytes -- Scroll Waves in 3D Virtual Human Atria: A Computational Study -- Determining Recovery Times from Transmembrane Action Potentials and Unipolar Electrograms in Normal Heart Tissue -- Simulations of Cardiac Electrophysiological Activities Using a Heart-Torso Model -- An Anisotropic Multi-front Fast Marching Method for Real-Time Simulation of Cardiac Electrophysiology -- Parallel Solution in Simulation of Cardiac Excitation Anisotropic Propagation -- A Three Dimensional Ventricular E-Cell (3Dv E-Cell) with Stochastic Intracellular Ca 2?+? Handling -- A Model for Simulation of Infant Cardiovascular Response to Orthostatic Stress -- Effects of Geometry and Architecture on Re-entrant Scroll Wave Dynamics in Human Virtual Ventricular Tissues -- Can We Trust the Transgenic Mouse? Insights from Computer Simulations -- Relating Discontinuous Cardiac Electrical Activity to Mesoscale Tissue Structures: Detailed Image Based Modeling -- Electro- and Magetocardiography -- Is There Any Place for Magnetocardiographic Imaging in the Era of Robotic Ablation of Cardiac Arrhythmias? -- Towards the Numerical Simulation of Electrocardiograms -- Experimental Measures of the Minimum Time Derivative of the Extracellular Potentials as an Index of Electrical Activity During Metabolic and Hypoxic Stress -- Experimental Epicardial Potential Mapping in Mouse Ventricles: Effects of Fiber Architecture -- Noninvasive Electroardiographic Imaging: Application of Hybrid Methods for Solving the Electrocardiography Inverse Problem -- Towards Noninvasive 3D Imaging of Cardiac Arrhythmias -- Forward and Inverse Solutions of Electrocardiography Problem Using an Adaptive BEM Method -- Contributions of the 12 Segments of Left Ventricular Myocardium to the Body Surface Potentials -- Numerical Analysis of the Resolution of Surface Electrocardiographic Lead Systems -- Simultaneous High-Resolution Electrical Imaging of Endocardial, Epicardial and Torso-Tank Surfaces Under Varying Cardiac Metabolic Load and Coronary Flow -- Cardiac Mechanics and Clinical Application -- Characteristic Strain Pattern of Moderately Ischemic Myocardium Investigated in a Finite Element Simulation Model -- Constitutive Modeling of Cardiac Tissue Growth -- Effect of Pacing Site and Infarct Location on Regional Mechanics and Global Hemodynamics in a Model Based Study of Heart Failure -- Effective Estimation in Cardiac Modelling -- Open-Source Environment for Interactive Finite Element Modeling of Optimal ICD Electrode Placement -- Mathematical Modeling of Electromechanical Function Disturbances and Recovery in Calcium-Overloaded Cardiomyocytes -- Locally Adapted Spatio-temporal Deformation Model for Dense Motion Estimation in Periodic Cardiac Image Sequences -- Imaging and Anatomical Modeling -- Visualisation of Dog Myocardial Structure from Diffusion Tensor Magnetic Resonance Imaging: The Paradox of Uniformity and Variability -- Statistical Comparison of Cardiac Fibre Architectures -- Extraction of the Coronary Artery Tree in Cardiac Computer Tomographic Images Using Morphological Operators -- Segmentation of Myocardial Regions in Echocardiography Using the Statistics of the Radio-Frequency Signal -- A Hyperelastic Deformable Template for Cardiac Segmentation in MRI -- Automated Segmentation of the Left Ventricle Including Papillary Muscles in Cardiac Magnetic Resonance Images -- Simulation of 3D Ultrasound with a Realistic Electro-mechanical Model of the Heart -- Automated, Accurate and Fast Segmentation of 4D Cardiac MR Images.
Record Nr. UNINA-9910483413403321
Berlin ; ; Heidelberg ; ; New York : , : Springer, , [2007]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Functional imaging and modeling of the heart : 4th international conference, FIMH 2007, Salt Lake City, UT, USA, June 7-9, 2007 : proceedings / / Frank B. Sachse, Gunnar Seemann (editors)
Functional imaging and modeling of the heart : 4th international conference, FIMH 2007, Salt Lake City, UT, USA, June 7-9, 2007 : proceedings / / Frank B. Sachse, Gunnar Seemann (editors)
Edizione [1st ed. 2007.]
Pubbl/distr/stampa Berlin ; ; Heidelberg ; ; New York : , : Springer, , [2007]
Descrizione fisica 1 online resource (497 p.)
Disciplina 611.12
Collana Lecture notes in computer science
Soggetto topico Heart - Imaging
Heart - Computer simulation
ISBN 3-540-72907-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Imaging and Image Analysis -- Local Wall-Motion Classification in Echocardiograms Using Shape Models and Orthomax Rotations -- A Fully 3D System for Cardiac Wall Deformation Analysis in MRI Data -- Automated Tag Tracking Using Gabor Filter Bank, Robust Point Matching, and Deformable Models -- Strain Measurement in the Left Ventricle During Systole with Deformable Image Registration -- Vessel Enhancement in 2D Angiographic Images -- Effect of Noise and Slice Profile on Strain Quantifications of Strain Encoding (SENC) MRI -- Reconstruction of Detailed Left Ventricle Motion from tMRI Using Deformable Models -- Computer Aided Reconstruction and Motion Analysis of 3D Mitral Annulus -- Volumetric Analysis of the Heart Using Echocardiography -- Constrained Reconstruction of Sparse Cardiac MR DTI Data -- An Experimental Framework to Validate 3D Models of Cardiac Electrophysiology Via Optical Imaging and MRI -- A Framework for Analyzing Confocal Images of Transversal Tubules in Cardiomyocytes -- Cardiac Electrophysiology -- Computer Simulation of Altered Sodium Channel Gating in Rabbit and HumanVentricular Myocytes -- Scroll Waves in 3D Virtual Human Atria: A Computational Study -- Determining Recovery Times from Transmembrane Action Potentials and Unipolar Electrograms in Normal Heart Tissue -- Simulations of Cardiac Electrophysiological Activities Using a Heart-Torso Model -- An Anisotropic Multi-front Fast Marching Method for Real-Time Simulation of Cardiac Electrophysiology -- Parallel Solution in Simulation of Cardiac Excitation Anisotropic Propagation -- A Three Dimensional Ventricular E-Cell (3Dv E-Cell) with Stochastic Intracellular Ca 2?+? Handling -- A Model for Simulation of Infant Cardiovascular Response to Orthostatic Stress -- Effects of Geometry and Architecture on Re-entrant Scroll Wave Dynamics in Human Virtual Ventricular Tissues -- Can We Trust the Transgenic Mouse? Insights from Computer Simulations -- Relating Discontinuous Cardiac Electrical Activity to Mesoscale Tissue Structures: Detailed Image Based Modeling -- Electro- and Magetocardiography -- Is There Any Place for Magnetocardiographic Imaging in the Era of Robotic Ablation of Cardiac Arrhythmias? -- Towards the Numerical Simulation of Electrocardiograms -- Experimental Measures of the Minimum Time Derivative of the Extracellular Potentials as an Index of Electrical Activity During Metabolic and Hypoxic Stress -- Experimental Epicardial Potential Mapping in Mouse Ventricles: Effects of Fiber Architecture -- Noninvasive Electroardiographic Imaging: Application of Hybrid Methods for Solving the Electrocardiography Inverse Problem -- Towards Noninvasive 3D Imaging of Cardiac Arrhythmias -- Forward and Inverse Solutions of Electrocardiography Problem Using an Adaptive BEM Method -- Contributions of the 12 Segments of Left Ventricular Myocardium to the Body Surface Potentials -- Numerical Analysis of the Resolution of Surface Electrocardiographic Lead Systems -- Simultaneous High-Resolution Electrical Imaging of Endocardial, Epicardial and Torso-Tank Surfaces Under Varying Cardiac Metabolic Load and Coronary Flow -- Cardiac Mechanics and Clinical Application -- Characteristic Strain Pattern of Moderately Ischemic Myocardium Investigated in a Finite Element Simulation Model -- Constitutive Modeling of Cardiac Tissue Growth -- Effect of Pacing Site and Infarct Location on Regional Mechanics and Global Hemodynamics in a Model Based Study of Heart Failure -- Effective Estimation in Cardiac Modelling -- Open-Source Environment for Interactive Finite Element Modeling of Optimal ICD Electrode Placement -- Mathematical Modeling of Electromechanical Function Disturbances and Recovery in Calcium-Overloaded Cardiomyocytes -- Locally Adapted Spatio-temporal Deformation Model for Dense Motion Estimation in Periodic Cardiac Image Sequences -- Imaging and Anatomical Modeling -- Visualisation of Dog Myocardial Structure from Diffusion Tensor Magnetic Resonance Imaging: The Paradox of Uniformity and Variability -- Statistical Comparison of Cardiac Fibre Architectures -- Extraction of the Coronary Artery Tree in Cardiac Computer Tomographic Images Using Morphological Operators -- Segmentation of Myocardial Regions in Echocardiography Using the Statistics of the Radio-Frequency Signal -- A Hyperelastic Deformable Template for Cardiac Segmentation in MRI -- Automated Segmentation of the Left Ventricle Including Papillary Muscles in Cardiac Magnetic Resonance Images -- Simulation of 3D Ultrasound with a Realistic Electro-mechanical Model of the Heart -- Automated, Accurate and Fast Segmentation of 4D Cardiac MR Images.
Record Nr. UNISA-996466067103316
Berlin ; ; Heidelberg ; ; New York : , : Springer, , [2007]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Functional imaging and modeling of the heart : Third International Workshop, FIMH 2005, Barcelona, Spain, June 2-4, 2005 : proceedings / / Alejandro F. Frangi ... [et al.] (eds.)
Functional imaging and modeling of the heart : Third International Workshop, FIMH 2005, Barcelona, Spain, June 2-4, 2005 : proceedings / / Alejandro F. Frangi ... [et al.] (eds.)
Edizione [1st ed. 2005.]
Pubbl/distr/stampa Berlin ; ; New York, : Springer, c2005
Descrizione fisica 1 online resource (XVI, 496 p.)
Disciplina 616.1/2075
Altri autori (Persone) FrangiAlejandro F
Collana Lecture notes in computer science
Soggetto topico Heart - Imaging
Heart - Computer simulation
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Modeling of the Heart - Anatomy Extraction and Description -- Multi-surface Cardiac Modelling, Segmentation, and Tracking -- Analysis of the Interdependencies Among Plaque Development, Vessel Curvature, and Wall Shear Stress in Coronary Arteries -- Automated Segmentation of X-ray Left Ventricular Angiograms Using Multi-View Active Appearance Models and Dynamic Programming -- SPASM: Segmentation of Sparse and Arbitrarily Oriented Cardiac MRI Data Using a 3D-ASM -- Combining Active Appearance Models and Morphological Operators Using a Pipeline for Automatic Myocardium Extraction -- Long-Axis Cardiac MRI Contour Detection with Adaptive Virtual Exploring Robot -- A Deterministic-Statistic Adventitia Detection in IVUS Images -- Trajectory Planning Applied to the Estimation of Cardiac Activation Circuits -- A Functional Heart Model for Medical Education -- Artificial Enlargement of a Training Set for Statistical Shape Models: Application to Cardiac Images -- Towards a Comprehensive Geometric Model of the Heart -- Automatic Cardiac 4D Segmentation Using Level Sets -- Level Set Segmentation of the Fetal Heart -- Supporting the TECAB Grafting Through CT Based Analysis of Coronary Arteries -- Electro-Physiology, Electro- and Magnetography -- Clinical Validation of Machine Learning for Automatic Analysis of Multichannel Magnetocardiography -- Hypertrophy in Rat Virtual Left Ventricular Cells and Tissue -- Virtual Ventricular Wall: Effects of Pathophysiology and Pharmacology on Transmural Propagation -- Electrophysiology and Tension Development in a Transmural Heterogeneous Model of the Visible Female Left Ventricle -- Reentry Anchoring at a Pair of Pulmonary Vein Ostia -- A Method to Reconstruct Activation Wavefronts Without Isotropy Assumptions Using a Level Sets Approach -- Magnetocardiographic Imaging of Ventricular Repolarization in Rett Syndrome -- Insights into Electrophysiological Studies with Papillary Muscle by Computational Models -- Induced Pacemaker Activity in Virtual Mammalian Ventricular Cells -- Transvenous Path Finding in Cardiac Resynchronization Therapy -- Methods for Identifying and Tracking Phase Singularities in Computational Models of Re-entrant Fibrillation -- Estimating Local Apparent Conductivity with a 2-D Electrophysiological Model of the Heart -- Monodomain Simulations of Excitation and Recovery in Cardiac Blocks with Intramural Heterogeneity -- Spatial Inversion of Depolarization and Repolarization Waves in Body Surface Potential Mapping as Indicator of Old Myocardial Infarction -- Dissipation of Excitation Fronts as a Mechanism of Conduction Block in Re-entrant Waves -- Wavebreaks and Self-termination of Spiral Waves in a Model of Human Atrial Tissue -- Calcium Oscillations and Ectopic Beats in Virtual Ventricular Myocytes and Tissues: Bifurcations, Autorhythmicity and Propagation -- Modeling of the Cardiac Mechanics and Functions -- Left Ventricular Shear Strain in Model and Experiment: The Role of Myofiber Orientation -- Cardiac Function Estimation from MRI Using a Heart Model and Data Assimilation: Advances and Difficulties -- Assessment of Separation of Functional Components with ICA from Dynamic Cardiac Perfusion PET Phantom Images for Volume Extraction with Deformable Surface Models -- Detecting and Comparing the Onset of Myocardial Activation and Regional Motion Changes in Tagged MR for XMR-Guided RF Ablation -- Suppression of IVUS Image Rotation. A Kinematic Approach -- Computational Modeling and Simulation of Heart Ventricular Mechanics from Tagged MRI -- A Realistic Anthropomorphic Numerical Model of the Beating Heart -- Multi-formalism Modelling of Cardiac Tissue -- Analysis of Tagged Cardiac MRI Sequences -- Fast Spatio-temporal Free-Form Registration of Cardiac MR Image Sequences -- Comparison of Cardiac Motion Fields from Tagged and Untagged MR Images Using Nonrigid Registration -- Tracking of LV Endocardial Surface on Real-Time Three-Dimensional Ultrasound with Optical Flow -- Cardiac Motion Estimation -- Dense Myocardium Deformation Estimation for 2D Tagged MRI -- A Surface-Volume Matching Process Using a Markov Random Field Model for Cardiac Motion Extraction in MSCT Imaging -- Evaluation of Two Free Form Deformation Based Motion Estimators in Cardiac and Chest Imaging -- Classification of Segmental Wall Motion in Echocardiography Using Quantified Parametric Images.
Record Nr. UNINA-9910484420903321
Berlin ; ; New York, : Springer, c2005
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Sensing, modeling and optimization of cardiac systems : a new generation of digital twin for heart health informatics / / Hui Yang, Bing Yao
Sensing, modeling and optimization of cardiac systems : a new generation of digital twin for heart health informatics / / Hui Yang, Bing Yao
Autore Yang Hui (Professor of industrial engineering)
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Descrizione fisica 1 online resource (x, 88 pages) : illustrations (some color)
Disciplina 611.120113
Altri autori (Persone) YaoBing (Professor of industrial engineering)
Collana SpringerBriefs in Service Science
Soggetto topico Digital twins (Computer simulation)
Heart - Computer simulation
Heart - Mathematical models
Medical informatics
ISBN 3-031-35952-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Contents -- 1 Introduction -- 1.1 Cardiac Electrical Signaling -- 1.2 Spatiotemporal Heterogeneity of Heart Diseases -- 1.3 Multi-scale Modeling of Cardiac Systems -- 1.4 Summary -- References -- 2 Multi-scale Simulation Modeling of Cardiac Systems -- 2.1 Computer Modeling of Ion Channels and Tissues -- 2.2 Statistical Metamodeling and Experiments in Cardiac Ion Channel Simulation -- 2.3 Whole-Heart Computer Simulation -- 2.4 Calibration of 3D Cardiac Simulation -- References -- 3 Sensor-Based Modeling and Analysis of Cardiac Systems -- 3.1 Electrocardiogram (ECG) Sensing -- 3.2 Modeling Incomplete and Uncertain Data -- 3.2.1 Introduction -- 3.2.2 Modeling Approaches -- 3.2.3 Summary -- 3.3 Computationally Identify Sensory Biomarkers -- 3.3.1 Introduction -- 3.3.2 Modeling Approaches -- 3.3.3 Summary -- 3.4 Spatiotemporal Monitoring and Modeling -- 3.4.1 Introduction -- 3.4.2 Modeling Approaches -- 3.4.3 Summary -- 3.5 Automatic Disease Detection from ECG Signals -- 3.5.1 Introduction -- 3.5.2 Two-level DNN with Generative Adversarial Network -- First-Level Model: MadeGAN for Anomaly Detection -- Second-Level Model: Transfer-Learning- and Multi-Branching-Enhanced Classification -- 3.5.3 Summary -- 3.6 Characterization of Myocardial Infarction Using Inverse ECG Modeling -- 3.6.1 Introduction -- 3.6.2 Robust Inverse ECG Modeling -- 3.6.3 Characterization of MI on the Heart Surface -- 3.6.4 Summary -- References -- 4 Simulation Optimization of Medical Decision Making -- 4.1 Introduction to Simulation Optimization -- 4.1.1 Rank and Selection -- 4.1.2 Response Surface Methodology -- 4.1.3 Stochastic Kriging -- 4.1.4 Simulation Optimization in Healthcare -- 4.2 Sequential Medical Decision Making -- 4.2.1 Model-Based Sequential Decision Making -- 4.2.2 Model-Free Sequential Decision Making -- 4.3 Optimal Cardiac Surgical Planning -- 4.3.1 Sequential Decision Making Formulation of Cardiac Surgery Problems -- 4.3.2 Bayesian Learning-Enhanced Tree Search for Optimal Cardiac Surgical Planning -- 4.4 Conclusions -- References -- 5 Outlook and Future Research.
Record Nr. UNINA-9910739412903321
Yang Hui (Professor of industrial engineering)  
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Statistical atlases and computational models of the heart : first international workshop, STACOM 2010 and cardiac electrophysical simulation challenge, CESC 2010, held in conjunction with MICCAI 2010, Beijing, China, September 20, 2010 : proceedings / / Oscar Camara ... [et al.] (eds.)
Statistical atlases and computational models of the heart : first international workshop, STACOM 2010 and cardiac electrophysical simulation challenge, CESC 2010, held in conjunction with MICCAI 2010, Beijing, China, September 20, 2010 : proceedings / / Oscar Camara ... [et al.] (eds.)
Edizione [1st ed. 2010.]
Pubbl/distr/stampa Berlin, : Springer, 2010
Descrizione fisica 1 online resource (XII, 292 p. 140 illus.)
Disciplina 006
Altri autori (Persone) CamaraOscar (Oscar Camara Rey)
Collana Lecture notes in computer science
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Soggetto topico Heart - Imaging - Atlases
Imaging systems in medicine
Three-dimensional imaging in medicine
Heart - Computer simulation
ISBN 1-280-38911-7
9786613567031
3-642-15835-8
Classificazione 610
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Keynote Presentations -- Atlas Construction and Image Analysis Using Statistical Cardiac Models -- Patient-Specific Modeling of the Heart: Applications to Cardiovascular Disease Management -- The Generation of Patient-Specific Heart Models for Diagnosis and Interventions -- Methods and Infrastructure for Atlas Construction -- The Cardiac Atlas Project: Rationale, Design and Procedures -- The Cardiac Atlas Project: Preliminary Description of Heart Shape in Patients with Myocardial Infarction -- The Cardiac Atlas Project: Development of a Framework Integrating Cardiac Images and Models -- Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome? -- Towards High-Resolution Cardiac Atlases: Ventricular Anatomy Descriptors for a Standardized Reference Frame -- Structure and Flow -- Robust Atlas-Based Segmentation of Highly Variable Anatomy: Left Atrium Segmentation -- Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations -- Image and Physiological Data Fusion for Guidance and Modelling of Cardiac Resynchronization Therapy Procedures -- A Multi-method Approach towards Understanding the Pathophysiology of Aortic Dissections – The Complementary Role of In-Silico, In-Vitro and In-Vivo Information -- Endowing Canonical Geometries to Cardiac Structures -- Automatic Segmentation of Left Atrial Geometry from Contrast-Enhanced Magnetic Resonance Images Using a Probabilistic Atlas -- Interactive Cardiac Image Analysis for Biventricular Function of the Human Heart -- Cardiac Motion Estimation Using a ProActive Deformable Model: Evaluation and Sensitivity Analysis -- Investigating Heart Failure Using Ventricular Imaging and Modelling -- Incorporating Low-Level Constraints for the Retrieval of Personalised Heart Models from Dynamic MRI -- Volumetric Myocardial Mechanics from 3D+t Ultrasound Data with Multi-model Tracking -- Mechanics and Motion -- Cardiac Active Contraction Parameters Estimated from Magnetic Resonance Imaging -- Electrophysiology and Electrical Activation -- Recovering Cardiac Electrical Activity from Medical Image Sequence: A Model-Based Approach -- Non-invasive Activation Times Estimation Using 3D Echocardiography -- Modeling Drug Effects on Personalized 3D Models of the Heart: A Simulation Study -- How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization -- Influence of Geometric Variations on LV Activation Times: A Study on an Atlas-Based Virtual Population -- Computational Electrophysiological Simulation Challenge (CESC 2010) -- Generic Conduction Parameters for Predicting Activation Waves in Customised Cardiac Electrophysiology Models -- A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data -- Estimation of Reaction, Diffusion and Restitution Parameters for a 3D Myocardial Model Using Optical Mapping and MRI -- Personalization of Fast Conduction Purkinje System in Eikonal-Based Electrophysiological Models with Optical Mapping Data.
Altri titoli varianti STACOM 2010
CESC 2010
Record Nr. UNINA-9910484999103321
Berlin, : Springer, 2010
Materiale a stampa
Lo trovi qui: Univ. Federico II
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