Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009: 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part II

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 -