Cover image for Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges 5th International Workshop, STACOM 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers
Title:
Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges 5th International Workshop, STACOM 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers
Author:
Camara, Oscar. editor.
ISBN:
9783319146782
Edition:
1st ed. 2015.
Physical Description:
XII, 296 p. 134 illus. online resource.
Series:
Image Processing, Computer Vision, Pattern Recognition, and Graphics, 8896
Contents:
Advanced Normalization Tools for Cardiac Motion Correction -- Deformable Image Registration and Intensity Correction of Cardiac Perfusion MRI -- Comparison of Linear and Non-linear 2D+T Registration Methods for DE-MRI Cardiac Perfusion Studies -- Motion Correction for Dynamic Contrast-Enhanced CMR Perfusion Images Using a Consecutive Finite Element Model Warping -- Deformable and Rigid Model-Based Image Registration for Quantitative Cardiac Perfusion -- Automatic Perfusion Analysis Using Phase-Based Registration and Object-Based Image Analysis -- LV Mechanics Challenge -- Left Ventricular Diastolic and Systolic Material Property Estimation from Image Data -- Evaluation of Personalised Canine Electromechanical Models -- Connection Forms for Beating the Heart: LV Mechanics Challenge (Methods) -- Patient-Specific Parameter Estimation for a Transversely Isotropic Active Strain Model of Left Ventricular Mechanics -- Estimation of Diastolic Biomarkers: Sensitivity to Fibre Orientation -- Fully-Coupled Electromechanical Simulations of the LV Dog Anatomy Using HPC: Model Testing and Verification -- STACOM Challenge: Simulating Left Ventricular Mechanics in the Canine Heart -- Identifying Myocardial Mechanical Properties from MRI Using an Orthotropic Constitutive Model -- Evaluating Local Contractions from Large Deformations Using Affine Invariant Spectral Geometry -- Image-Based View-Angle Independent Cardiorespiratory Motion Gating for X-ray-Guided Interventional Electrophysiology Procedures -- Analysis of Mitral Valve Motion in 4D Transesophageal Echocardiography for Transcatheter Aortic Valve Implantation -- Structural Abnormality Detection of ARVC Patients via Localised Distance-to-Average Mapping -- Joint Myocardial Motion and Contraction Phase Estimation from Cine MRI Using Variational Data Assimilation -- Segmentation of the Aortic Valve Apparatus in 3D Echocardiographic Images: Deformable Modeling of a Branching Medial Structure -- Estimation of Regional Electrical Properties ofthe Heart from 12-Lead ECG and Images -- Multi-source Motion Decoupling Ablation Catheter Guidance for Electrophysiology Procedures -- Statistical Model of Paroxysmal Atrial Fibrillation Catheter Ablation Targets for Pulmonary Vein Isolation -- Factors Affecting Optical Flow Performance in Tagging Magnetic Resonance Imaging -- Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models -- Robust Detection of Mitral Papillary Muscle from 4D Transesophageal Echocardiography -- Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts -- Registration of Real-Time and Prior Imaging Data with Applications to MR Guided Cardiac Interventions -- Restoration of Phase-Contrast Cardiovascular MRI for the Construction of Cardiac Contractility Atlases -- Manifold Learning for Cardiac Modeling and Estimation Framework.
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