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

Front Matter....Pages I-XII
Front Matter....Pages 1-1
Advanced Normalization Tools for Cardiac Motion Correction....Pages 3-12
Deformable Image Registration and Intensity Correction of Cardiac Perfusion MRI....Pages 13-20
Comparison of Linear and Non-linear 2D+T Registration Methods for DE-MRI Cardiac Perfusion Studies....Pages 21-31
Motion Correction for Dynamic Contrast-Enhanced CMR Perfusion Images Using a Consecutive Finite Element Model Warping....Pages 32-40
Deformable and Rigid Model-Based Image Registration for Quantitative Cardiac Perfusion....Pages 41-50
Automatic Perfusion Analysis Using Phase-Based Registration and Object-Based Image Analysis....Pages 51-60
Front Matter....Pages 61-61
Left Ventricular Diastolic and Systolic Material Property Estimation from Image Data....Pages 63-73
Evaluation of Personalised Canine Electromechanical Models....Pages 74-82
Connection Forms for Beating the Heart....Pages 83-92
Patient–Specific Parameter Estimation for a Transversely Isotropic Active Strain Model of Left Ventricular Mechanics....Pages 93-104
Estimation of Diastolic Biomarkers: Sensitiviy to Fibre Orientation....Pages 105-113
Fully-Coupled Electromechanical Simulations of the LV Dog Anatomy Using HPC: Model Testing and Verification....Pages 114-122
STACOM Challenge: Simulating Left Ventricular Mechanics in the Canine Heart....Pages 123-134
Identifying Myocardial Mechanical Properties from MRI Using an Orthotropic Constitutive Model....Pages 135-144
Front Matter....Pages 145-145
Evaluating Local Contractions from Large Deformations Using Affine Invariant Spectral Geometry....Pages 147-157
Image-Based View-Angle Independent Cardiorespiratory Motion Gating for X-ray-Guided Interventional Electrophysiology Procedures....Pages 158-167
Analysis of Mitral Valve Motion in 4D Transesophageal Echocardiography for Transcatheter Aortic Valve Implantation....Pages 168-176
Structural Abnormality Detection of ARVC Patients via Localised Distance-to-Average Mapping....Pages 177-186
Joint Myocardial Motion and Contraction Phase Estimation from Cine MRI Using Variational Data Assimilation....Pages 187-195
Segmentation of the Aortic Valve Apparatus in 3D Echocardiographic Images: Deformable Modeling of a Branching Medial Structure....Pages 196-203
Front Matter....Pages 145-145
Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images....Pages 204-212
Multi-source Motion Decoupling Ablation Catheter Guidance for Electrophysiology Procedures....Pages 213-220
Statistical Model of Paroxysmal Atrial Fibrillation Catheter Ablation Targets for Pulmonary Vein Isolation....Pages 221-230
Factors Affecting Optical Flow Performance in Tagging Magnetic Resonance Imaging....Pages 231-238
Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models....Pages 239-248
Robust Detection of Mitral Papillary Muscle from 4D Transesophageal Echocardiography....Pages 249-256
Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts....Pages 257-264
Registration of Real-Time and Prior Imaging Data with Applications to MR Guided Cardiac Interventions....Pages 265-274
Restoration of Phase-Contrast Cardiovascular MRI for the Construction of Cardiac Contractility Atlases....Pages 275-283
Manifold Learning for Cardiac Modeling and Estimation Framework....Pages 284-294
Back Matter....Pages 295-296