This book constitutes the refereed proceedings of the First Joint International Workshop on Statistical Atlases and Computational Models of the Heart and Cardiac Electrophysiological Simulation Challenge, STACOM-CESC 2010, held in conjunction with MICCAI 2010, in Beijing, China, in September 2010. The 27 revised full papers presented together with 3 keynote presentations were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on methods and infrastructure for atlas construction, structure and flow, mechanics and motion, electrophysiology and electrical activation, and computational electrophysiological simulation challenge.
Author(s): Mathieu De Craene, Federico M. Sukno, Catalina Tobon-Gomez, Constantine Butakoff (auth.), Oscar Camara, Mihaela Pop, Kawal Rhode, Maxime Sermesant, Nic Smith, Alistair Young (eds.)
Series: Lecture Notes in Computer Science 6364 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 292
Tags: Computing Methodologies; Image Processing and Computer Vision; Computational Biology/Bioinformatics; Information Storage and Retrieval; User Interfaces and Human Computer Interaction; Multimedia Information Systems
Front Matter....Pages -
Atlas Construction and Image Analysis Using Statistical Cardiac Models....Pages 1-13
Patient-Specific Modeling of the Heart: Applications to Cardiovascular Disease Management....Pages 14-24
The Generation of Patient-Specific Heart Models for Diagnosis and Interventions....Pages 25-35
The Cardiac Atlas Project: Rationale, Design and Procedures....Pages 36-45
The Cardiac Atlas Project: Preliminary Description of Heart Shape in Patients with Myocardial Infarction....Pages 46-53
The Cardiac Atlas Project: Development of a Framework Integrating Cardiac Images and Models....Pages 54-64
Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome?....Pages 65-74
Towards High-Resolution Cardiac Atlases: Ventricular Anatomy Descriptors for a Standardized Reference Frame....Pages 75-84
Robust Atlas-Based Segmentation of Highly Variable Anatomy: Left Atrium Segmentation....Pages 85-94
Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations....Pages 95-104
Image and Physiological Data Fusion for Guidance and Modelling of Cardiac Resynchronization Therapy Procedures....Pages 105-113
A Multi-method Approach towards Understanding the Pathophysiology of Aortic Dissections – The Complementary Role of In-Silico, In-Vitro and In-Vivo Information....Pages 114-123
Endowing Canonical Geometries to Cardiac Structures....Pages 124-133
Automatic Segmentation of Left Atrial Geometry from Contrast-Enhanced Magnetic Resonance Images Using a Probabilistic Atlas....Pages 134-143
Interactive Cardiac Image Analysis for Biventricular Function of the Human Heart....Pages 144-153
Cardiac Motion Estimation Using a ProActive Deformable Model: Evaluation and Sensitivity Analysis....Pages 154-163
Investigating Heart Failure Using Ventricular Imaging and Modelling....Pages 164-173
Incorporating Low-Level Constraints for the Retrieval of Personalised Heart Models from Dynamic MRI....Pages 174-183
Volumetric Myocardial Mechanics from 3D+t Ultrasound Data with Multi-model Tracking....Pages 184-193
Cardiac Active Contraction Parameters Estimated from Magnetic Resonance Imaging....Pages 194-203
Recovering Cardiac Electrical Activity from Medical Image Sequence: A Model-Based Approach....Pages 204-211
Non-invasive Activation Times Estimation Using 3D Echocardiography....Pages 212-221
Modeling Drug Effects on Personalized 3D Models of the Heart: A Simulation Study....Pages 222-231
How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization....Pages 232-241
Influence of Geometric Variations on LV Activation Times: A Study on an Atlas-Based Virtual Population....Pages 242-251
Generic Conduction Parameters for Predicting Activation Waves in Customised Cardiac Electrophysiology Models....Pages 252-260
A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data....Pages 261-269
Estimation of Reaction, Diffusion and Restitution Parameters for a 3D Myocardial Model Using Optical Mapping and MRI....Pages 270-280
Personalization of Fast Conduction Purkinje System in Eikonal-Based Electrophysiological Models with Optical Mapping Data....Pages 281-290
Back Matter....Pages -
