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