Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges

Third International Workshop, STACOM 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 5, 2012, Revised Selected Papers

ISBN: 978-3-642-36960-5 (Print) 978-3-642-36961-2 (Online)

Table of contents (42 chapters)

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  1. Front Matter

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  2. CFD Challenge

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      Pages 1-8

      Study on Hemodynamics in Patient-Specific Thoracic Aortic Coarctation Model

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      Pages 9-16

      Quantitative Hemodynamic Evaluation in Children with Coarctation of Aorta: Phase Contrast Cardiovascular MRI versus Computational Fluid Dynamics

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      Pages 17-25

      A Lattice Boltzmann Simulation of Hemodynamics in a Patient-Specific Aortic Coarctation Model

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      Pages 26-33

      A 1D Lumped-Parameter/3D CFD Approach for Pressure Drop in the Aortic Coarctation

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      Pages 34-43

      Aortic Coarctation Simulation Based on the Lattice Boltzmann Method: Benchmark Results

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      Pages 44-52

      CFD Challenge: Hemodynamic Simulation of a Patient-Specific Aortic Coarctation Model with Adjoint-Based Calibrated Windkessel Elements

  3. DE-MRI Segmentation Challenge

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      Pages 53-61

      Supervised Learning Modelization and Segmentation of Cardiac Scar in Delayed Enhanced MRI

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      Pages 62-70

      Healthy and Scar Myocardial Tissue Classification in DE-MRI

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      Pages 71-79

      Infarct Segmentation of the Left Ventricle Using Graph-Cuts

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      Pages 80-86

      Hierarchical Conditional Random Fields for Myocardium Infarction Detection

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      Pages 87-96

      Mixture-Model-Based Segmentation of Myocardial Delayed Enhancement MRI

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      Pages 97-104

      Infarct Segmentation Challenge on Delayed Enhancement MRI of the Left Ventricle

  4. LV Landmark Detection Challenge

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      Pages 105-114

      Discriminative Context Modeling Using Auxiliary Markers for LV Landmark Detection from a Single MR Image

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      Pages 115-124

      Landmark Detection in Cardiac MRI Using Learned Local Image Statistics

  5. Motion Tracking Analysis Challenge

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      Pages 125-133

      Computational and Physical Phantom Setups for the Second Cardiac Motion Analysis Challenge (cMAC2)

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      Pages 134-141

      Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing

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      Pages 142-150

      Three-Dimensional Cardiac Motion Estimation Based on Non-rigid Image Registration Using a Novel Transformation Model Adapted to the Heart

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      Pages 151-158

      Motion Estimation in 3D Echocardiography Using Smooth Field Registration

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      Pages 159-168

      Monogenic Phase Based Optical Flow Computation for Myocardial Motion Analysis in 3D Echocardiography

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      Pages 169-177

      Quadrature Filter Based Motion Analysis for 3D Ultrasound Sequences

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