Medical Image Computing And Computer-assisted Intervention -- Miccai 2009: 12th International Conference, London, Uk, September 20-24, 2009, Proceedings, Part Ii (lecture Notes In Computer Science)

The two-volume set LNCS 5761 and LNCS 5762 constitute the refereed proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2009, held in London, UK, in September 2009. Based on rigorous peer reviews, the program committee carefully selected 259 revised papers from 804 submissions for presentation in two volumes. The second volume includes 134 papers divided in topical sections on shape modelling and analysis; motion analyysis, physical based modelling and image reconstruction; neuro, cell and multiscale image analysis; image analysis and computer aided diagnosis; and image segmentation and analysis. . Front Matter....Pages - Building Shape Models from Lousy Data....Pages 1-8 Statistical Location Model for Abdominal Organ Localization....Pages 9-17 Volumetric Shape Model for Oriented Tubular Structure from DTI Data....Pages 18-25 A Generic Probabilistic Active Shape Model for Organ Segmentation....Pages 26-33 Organ Segmentation with Level Sets Using Local Shape and Appearance Priors....Pages 34-42 Liver Segmentation Using Automatically Defined Patient Specific B-Spline Surface Models....Pages 43-50 Airway Tree Extraction with Locally Optimal Paths....Pages 51-58 A Deformable Surface Model for Vascular Segmentation....Pages 59-67 A Deformation Tracking Approach to 4D Coronary Artery Tree Reconstruction....Pages 68-75 Automatic Extraction of Mandibular Nerve and Bone from Cone-Beam CT Data....Pages 76-83 Conditional Variability of Statistical Shape Models Based on Surrogate Variables....Pages 84-91 Surface/Volume-Based Articulated 3D Spine Inference through Markov Random Fields....Pages 92-99 A Shape Relationship Descriptor for Radiation Therapy Planning....Pages 100-108 Feature-Based Morphometry....Pages 109-116 Constructing a Dictionary of Human Brain Folding Patterns....Pages 117-124 Topological Correction of Brain Surface Meshes Using Spherical Harmonics....Pages 125-132 Teichmüller Shape Space Theory and Its Application to Brain Morphometry....Pages 133-140 A Tract-Specific Framework for White Matter Morphometry Combining Macroscopic and Microscopic Tract Features....Pages 141-149 Shape Modelling for Tract Selection....Pages 150-157 Topological Characterization of Signal in Brain Images Using Min-Max Diagrams....Pages 158-166 Particle Based Shape Regression of Open Surfaces with Applications to Developmental Neuroimaging....Pages 167-174 Setting Priors and Enforcing Constraints on Matches for Nonlinear Registration of Meshes....Pages 175-183 Parametric Representation of Cortical Surface Folding Based on Polynomials....Pages 184-191 Intrinsic Regression Models for Manifold-Valued Data....Pages 192-199 Gender Differences in Cerebral Cortical Folding: Multivariate Complexity-Shape Analysis with Insights into Handling Brain-Volume Differences....Pages 200-207 Cortical Shape Analysis in the Laplace-Beltrami Feature Space....Pages 208-215 Shape Analysis of Human Brain Interhemispheric Fissure Bending in MRI....Pages 216-223 Subject-Matched Templates for Spatial Normalization....Pages 224-231 Mapping Growth Patterns and Genetic Influences on Early Brain Development in Twins....Pages 232-239 Tensor-Based Morphometry with Mappings Parameterized by Stationary Velocity Fields in Alzheimer’s Disease Neuroimaging Initiative....Pages 240-247 High-Quality Model Generation for Finite Element Simulation of Tissue Deformation....Pages 248-256 Biomechanically-Constrained 4D Estimation of Myocardial Motion....Pages 257-265 Predictive Simulation of Bidirectional Glenn Shunt Using a Hybrid Blood Vessel Model....Pages 266-274 Surgical Planning and Patient-Specific Biomechanical Simulation for Tracheal Endoprostheses Interventions....Pages 275-282 Mesh Generation from 3D Multi-material Images....Pages 283-290 Interactive Simulation of Flexible Needle Insertions Based on Constraint Models....Pages 291-299 Real-Time Prediction of Brain Shift Using Nonlinear Finite Element Algorithms....Pages 300-307 Model-Based Estimation of Ventricular Deformation in the Cat Brain....Pages 308-315 Contact Studies between Total Knee Replacement Components Developed Using Explicit Finite Elements Analysis....Pages 316-322 A Hybrid 1D and 3D Approach to Hemodynamics Modelling for a Patient-Specific Cerebral Vasculature and Aneurysm....Pages 323-330 Incompressible Cardiac Motion Estimation of the Left Ventricle Using Tagged MR Images....Pages 331-338 Vibro-Elastography for Visualization of the Prostate Region: Method Evaluation....Pages 339-347 Modeling Respiratory Motion for Cancer Radiation Therapy Based on Patient-Specific 4DCT Data....Pages 348-355 Correlating Chest Surface Motion to Motion of the Liver Using ε -SVR – A Porcine Study....Pages 356-364 Respiratory Motion Estimation from Cone-Beam Projections Using a Prior Model....Pages 365-372 Heart Motion Abnormality Detection via an Information Measure and Bayesian Filtering....Pages 373-380 Automatic Image-Based Cardiac and Respiratory Cycle Synchronization and Gating of Image Sequences....Pages 381-388 Dynamic Cone Beam Reconstruction Using a New Level Set Formulation....Pages 389-397 Spatio-temporal Reconstruction of dPET Data Using Complex Wavelet Regularisation....Pages 398-405 Evaluation of q -Space Sampling Strategies for the Diffusion Magnetic Resonance Imaging....Pages 406-414 On the Blurring of the Funk–Radon Transform in Q–Ball Imaging....Pages 415-422 Multiple Q-Shell ODF Reconstruction in Q-Ball Imaging....Pages 423-431 Lossless Online Ensemble Learning (LOEL) and Its Application to Subcortical Segmentation....Pages 432-440 Improved Maximum a Posteriori Cortical Segmentation by Iterative Relaxation of Priors....Pages 441-449 Anatomically Informed Bayesian Model Selection for fMRI Group Data Analysis....Pages 450-457 A Computational Model of Cerebral Cortex Folding....Pages 458-465 Tensor-Based Morphometry of Fibrous Structures with Application to Human Brain White Matter....Pages 466-473 A Fuzzy Region-Based Hidden Markov Model for Partial-Volume Classification in Brain MRI....Pages 474-481 Brain Connectivity Using Geodesics in HARDI....Pages 482-489 Functional Segmentation of fMRI Data Using Adaptive Non-negative Sparse PCA (ANSPCA)....Pages 490-497 Genetics of Anisotropy Asymmetry: Registration and Sample Size Effects....Pages 498-505 Extending Genetic Linkage Analysis to Diffusion Tensor Images to Map Single Gene Effects on Brain Fiber Architecture....Pages 506-513 Vascular Territory Image Analysis Using Vessel Encoded Arterial Spin Labeling....Pages 514-521 Predicting MGMT Methylation Status of Glioblastomas from MRI Texture....Pages 522-530 Tumor Invasion Margin on the Riemannian Space of Brain Fibers....Pages 531-539 A Conditional Random Field Approach for Coupling Local Registration with Robust Tissue and Structure Segmentation....Pages 540-548 Robust Atlas-Based Brain Segmentation Using Multi-structure Confidence-Weighted Registration....Pages 549-557 Discriminative, Semantic Segmentation of Brain Tissue in MR Images....Pages 558-565 Use of Simulated Atrophy for Performance Analysis of Brain Atrophy Estimation Approaches....Pages 566-574 Fast and Robust 3-D MRI Brain Structure Segmentation....Pages 575-583 Multiple Sclerosis Lesion Segmentation Using an Automatic Multimodal Graph Cuts....Pages 584-591 Towards Accurate, Automatic Segmentation of the Hippocampus and Amygdala from MRI....Pages 592-600 An Object-Based Method for Rician Noise Estimation in MR Images....Pages 601-608 Cell Segmentation Using Front Vector Flow Guided Active Contours....Pages 609-616 Segmentation and Classification of Cell Cycle Phases in Fluorescence Imaging....Pages 617-624 Steerable Features for Statistical 3D Dendrite Detection....Pages 625-632 Graph-Based Pancreatic Islet Segmentation for Early Type 2 Diabetes Mellitus on Histopathological Tissue....Pages 633-640 Detection of Spatially Correlated Objects in 3 D Images Using Appearance Models and Coupled Active Contours....Pages 641-648 Intra-retinal Layer Segmentation in Optical Coherence Tomography Using an Active Contour Approach....Pages 649-656 Mapping Tissue Optical Attenuation to Identify Cancer Using Optical Coherence Tomography....Pages 657-664 Analysis of MR Images of Mice in Preclinical Treatment Monitoring of Polycystic Kidney Disease....Pages 665-672 Actin Filament Tracking Based on Particle Filters and Stretching Open Active Contour Models....Pages 673-681 Toward Early Diagnosis of Lung Cancer....Pages 682-689 Lung Extraction, Lobe Segmentation and Hierarchical Region Assessment for Quantitative Analysis on High Resolution Computed Tomography Images....Pages 690-698 Learning COPD Sensitive Filters in Pulmonary CT....Pages 699-706 Automated Anatomical Labeling of Bronchial Branches Extracted from CT Datasets Based on Machine Learning and Combination Optimization and Its Application to Bronchoscope Guidance....Pages 707-714 Multi-level Ground Glass Nodule Detection and Segmentation in CT Lung Images....Pages 715-723 Global and Local Multi-valued Dissimilarity-Based Classification: Application to Computer-Aided Detection of Tuberculosis....Pages 724-731 Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction....Pages 732-740 Unsupervised Inline Analysis of Cardiac Perfusion MRI....Pages 741-749 Pattern Recognition of Abnormal Left Ventricle Wall Motion in Cardiac MR....Pages 750-758 Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion....Pages 759-766 Personalized Modeling and Assessment of the Aortic-Mitral Coupling from 4D TEE and CT....Pages 767-775 A New 3-D Automated Computational Method to Evaluate In-Stent Neointimal Hyperplasia in In-Vivo Intravascular Optical Coherence Tomography Pullbacks....Pages 776-785 MKL for Robust Multi-modality AD Classification....Pages 786-794 A New Approach for Creating Customizable Cytoarchitectonic Probabilistic Maps without a Template....Pages 795-802 A Computer-Aided Diagnosis System of Nuclear Cataract via Ranking....Pages 803-810 Automated Segmentation of the Femur and Pelvis from 3D CT Data of Diseased Hip Using Hierarchical Statistical Shape Model of Joint Structure....Pages 811-818 Computer-Aided Assessment of Anomalies in the Scoliotic Spine in 3-D MRI Images....Pages 819-826 Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate....Pages 827-835 Automated Calibration for Computerized Analysis of Prostate Lesions Using Pharmacokinetic Magnetic Resonance Images....Pages 836-843 Spectral Embedding Based Probabilistic Boosting Tree (ScEPTre): Classifying High Dimensional Heterogeneous Biomedical Data....Pages 844-851 Automatic Correction of Intensity Nonuniformity from Sparseness of Gradient Distribution in Medical Images....Pages 852-859 Weakly Supervised Group-Wise Model Learning Based on Discrete Optimization....Pages 860-868 ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences....Pages 869-876 Dynamic Layer Separation for Coronary DSA and Enhancement in Fluoroscopic Sequences....Pages 877-884 An Inverse Scattering Algorithm for the Segmentation of the Luminal Border on Intravascular Ultrasound Data....Pages 885-892 Image-Driven Cardiac Left Ventricle Segmentation for the Evaluation of Multiview Fused Real-Time 3-Dimensional Echocardiography Images....Pages 893-900 Left Ventricle Segmentation via Graph Cut Distribution Matching....Pages 901-909 Combining Registration and Minimum Surfaces for the Segmentation of the Left Ventricle in Cardiac Cine MR Images....Pages 910-918 Left Ventricle Segmentation Using Diffusion Wavelets and Boosting....Pages 919-926 3D Cardiac Segmentation Using Temporal Correlation of Radio Frequency Ultrasound Data....Pages 927-934 Improved Modelling of Ultrasound Contrast Agent Diminution for Blood Perfusion Analysis....Pages 935-942 A Novel 3D Joint Markov-Gibbs Model for Extracting Blood Vessels from PC–MRA Images....Pages 943-950 Atlas-Based Improved Prediction of Magnetic Field Inhomogeneity for Distortion Correction of EPI Data....Pages 951-959 3D Prostate Segmentation in Ultrasound Images Based on Tapered and Deformed Ellipsoids....Pages 960-967 An Interactive Geometric Technique for Upper and Lower Teeth Segmentation....Pages 968-975 Enforcing Monotonic Temporal Evolution in Dry Eye Images....Pages 976-984 Ultrafast Localization of the Optic Disc Using Dimensionality Reduction of the Search Space....Pages 985-992 Using Frankenstein’s Creature Paradigm to Build a Patient Specific Atlas....Pages 993-1000 Atlas-Based Automated Segmentation of Spleen and Liver Using Adaptive Enhancement Estimation....Pages 1001-1008 A Two-Level Approach Towards Semantic Colon Segmentation: Removing Extra-Colonic Findings....Pages 1009-1016 Segmentation of Lumbar Vertebrae Using Part-Based Graphs and Active Appearance Models....Pages 1017-1024 Utero-Fetal Unit and Pregnant Woman Modeling Using a Computer Graphics Approach for Dosimetry Studies....Pages 1025-1032 Cross Modality Deformable Segmentation Using Hierarchical Clustering and Learning....Pages 1033-1041 3D Multi-branch Tubular Surface and Centerline Extraction with 4D Iterative Key Points....Pages 1042-1050 Multimodal Prior Appearance Models Based on Regional Clustering of Intensity Profiles....Pages 1051-1058 3D Medical Image Segmentation by Multiple-Surface Active Volume Models....Pages 1059-1066 Model Completion via Deformation Cloning Based on an Explicit Global Deformation Model....Pages 1067-1074 Supervised Nonparametric Image Parcellation....Pages 1075-1083 Thermal Vision for Sleep Apnea Monitoring....Pages 1084-1091 Tissue Tracking in Thermo-physiological Imagery through Spatio-temporal Smoothing....Pages 1092-1099 Depth Data Improves Skin Lesion Segmentation....Pages 1100-1107 A Fully Automatic Random Walker Segmentation for Skin Lesions in a Supervised Setting....Pages 1108-1115 Back Matter....Pages -