Medical Image Computing and Computer-Assisted Intervention – MICCAI 2004: 7th International Conference, Saint-Malo, France, September 26-29, 2004. Proceedings, Part I

Front Matter....Pages -
Level Set Methods in an EM Framework for Shape Classification and Estimation....Pages 1-9
Automatic Segmentation of Neonatal Brain MRI....Pages 10-17
Segmentation of 3D Probability Density Fields by Surface Evolution: Application to Diffusion MRI....Pages 18-25
Improved EM-Based Tissue Segmentation and Partial Volume Effect Quantification in Multi-sequence Brain MRI....Pages 26-33
Cardiac Motion and Elasticity Characterization with Iterative Sequential $\\mathcal{H}_\\infty$ Criteria....Pages 34-42
A Semi-automatic Endocardial Border Detection Method for 4D Ultrasound Data....Pages 43-50
Vessel Segmentation Using a Shape Driven Flow....Pages 51-59
Learning Coupled Prior Shape and Appearance Models for Segmentation....Pages 60-69
A Modified Total Variation Denoising Method in the Context of 3D Ultrasound Images....Pages 70-77
Correcting Nonuniformities in MRI Intensities Using Entropy Minimization Based on an Elastic Model....Pages 78-86
Texture Image Analysis for Osteoporosis Detection with Morphological Tools....Pages 87-94
Multi-class Posterior Atlas Formation via Unbiased Kullback-Leibler Template Estimation....Pages 95-102
Dual Front Evolution Model and Its Application in Medical Imaging....Pages 103-110
Topology Smoothing for Segmentation and Surface Reconstruction....Pages 111-118
Simultaneous Boundary and Partial Volume Estimation in Medical Images....Pages 119-126
Local Watershed Operators for Image Segmentation....Pages 127-134
Medical Image Segmentation Based on Mutual Information Maximization....Pages 135-142
Adaptive Segmentation of Multi-modal 3D Data Using Robust Level Set Techniques....Pages 143-150
Coupling Statistical Segmentation and PCA Shape Modeling....Pages 151-159
Image Segmentation Adapted for Clinical Settings by Combining Pattern Classification and Level Sets....Pages 160-167
Shape Particle Filtering for Image Segmentation....Pages 168-175
Profile Scale-Spaces for Multiscale Image Match....Pages 176-183
Classification Improvement by Segmentation Refinement: Application to Contrast-Enhanced MR-Mammography....Pages 184-191
Landmark-Driven, Atlas-Based Segmentation of Mouse Brain Tissue Images Containing Gene Expression Data....Pages 192-199
On Normalized Convolution to Measure Curvature Features for Automatic Polyp Detection....Pages 200-208
Implicit Active Shape Models for 3D Segmentation in MR Imaging....Pages 209-216
Construction of 3D Dynamic Statistical Deformable Models for Complex Topological Shapes....Pages 217-224
Shape Representation via Best Orthogonal Basis Selection....Pages 225-233
Robust Generalized Total Least Squares Iterative Closest Point Registration....Pages 234-241
Robust Inter-slice Intensity Normalization Using Histogram Scale-Space Analysis....Pages 242-249
Quantification of Delayed Enhancement MR Images....Pages 250-257
Statistical Shape Modelling of the Levator Ani with Thickness Variation....Pages 258-265
Characterizing the Shape of Anatomical Structures with Poisson’s Equation....Pages 266-273
Automatic Optimization of Segmentation Algorithms Through Simultaneous Truth and Performance Level Estimation (STAPLE)....Pages 274-282
Multi-feature Intensity Inhomogeneity Correction in MR Images....Pages 283-290
Using a Maximum Uncertainty LDA-Based Approach to Classify and Analyse MR Brain Images....Pages 291-300
Data Driven Brain Tumor Segmentation in MRI Using Probabilistic Reasoning over Space and Time....Pages 301-309
Atlas-Based Segmentation Using Level Sets and Fuzzy Labels....Pages 310-317
Multi-phase Three-Dimensional Level Set Segmentation of Brain MRI....Pages 318-326
Effects of Anatomical Asymmetry in Spatial Priors on Model-Based Segmentation of the Brain MRI: A Validation Study....Pages 327-334
How Accurate Is Brain Volumetry?....Pages 335-342
Anisotropic Interpolation of DT-MRI....Pages 343-350
3D Bayesian Regularization of Diffusion Tensor MRI Using Multivariate Gaussian Markov Random Fields....Pages 351-359
Interface Detection in Diffusion Tensor MRI....Pages 360-367
Clustering Fiber Traces Using Normalized Cuts....Pages 368-375
Area Preserving Cortex Unfolding....Pages 376-383
Cortical Reconstruction Using Implicit Surface Evolution: A Landmark Validation Study....Pages 384-392
Discriminative MR Image Feature Analysis for Automatic Schizophrenia and Alzheimer’s Disease Classification....Pages 393-401
Left Ventricular Segmentation in MR Using Hierarchical Multi-class Multi-feature Fuzzy Connectedness....Pages 402-410
3D Cardiac Anatomy Reconstruction Using High Resolution CT Data....Pages 411-418
3D/4D Cardiac Segmentation Using Active Appearance Models, Non-rigid Registration, and the Insight Toolkit....Pages 419-426
Segmentation of Cardiac Structures Simultaneously from Short- and Long-Axis MR Images....Pages 427-434
Segmentation of Left Ventricle via Level Set Method Based on Enriched Speed Term....Pages 435-442
Border Detection on Short Axis Echocardiographic Views Using a Region Based Ellipse-Driven Framework....Pages 443-450
A Data Clustering and Streamline Reduction Method for 3D MR Flow Vector Field Simplification....Pages 451-458
Velocity Based Segmentation in Phase Contrast MRI Images....Pages 459-466
Multi-scale Statistical Grey Value Modelling for Thrombus Segmentation from CTA....Pages 467-474
Local Speed Functions in Level Set Based Vessel Segmentation....Pages 475-482
Automatic Heart Peripheral Vessels Segmentation Based on a Normal MIP Ray Casting Technique....Pages 483-490
A New 3D Parametric Intensity Model for Accurate Segmentation and Quantification of Human Vessels....Pages 491-499
Geometric Flows for Segmenting Vasculature in MRI: Theory and Validation....Pages 500-507
Accurate Quantification of Small-Diameter Tubular Structures in Isotropic CT Volume Data Based on Multiscale Line Filter Responses....Pages 508-515
A Methodology for Validating a New Imaging Modality with Respect to a Gold Standard Imagery: Example of the Use of 3DRA and MRI for AVM Delineation....Pages 516-524
VAMPIRE: Improved Method for Automated Center Lumen Line Definition in Atherosclerotic Carotid Arteries in CTA Data....Pages 525-532
A General Framework for Tree Segmentation and Reconstruction from Medical Volume Data....Pages 533-540
Shape-Based Curve Growing Model and Adaptive Regularization for Pulmonary Fissure Segmentation in CT....Pages 541-548
A Fully Automated Method for the Delineation of Osseous Interface in Ultrasound Images....Pages 549-557
Registration-Based Interpolation Using a High-Resolution Image for Guidance....Pages 558-565
Surface-Based Registration with a Particle Filter....Pages 566-573
Standardized Evaluation of 2D-3D Registration....Pages 574-581
Image Registration by Hierarchical Matching of Local Spatial Intensity Histograms....Pages 582-590
Volume Preserving Image Registration....Pages 591-598
Multiresolution Image Registration Based on Kullback-Leibler Distance....Pages 599-606
Empirical Evaluation of Covariance Estimates for Mutual Information Coregistration....Pages 607-614
Deformation Based Representation of Groupwise Average and Variability....Pages 615-622
Spatial-Stiffness Analysis of Surface-Based Registration....Pages 623-630
Progressive Attenuation Fields: Fast 2D-3D Image Registration Without Precomputation....Pages 631-638
Nonrigid Image Registration Using Free-Form Deformations with a Local Rigidity Constraint....Pages 639-646
Fast Non-linear Elastic Registration in 2D Medical Image....Pages 647-654
Multi-subject Registration for Unbiased Statistical Atlas Construction....Pages 655-662
Simultaneous Segmentation and Registration for Medical Image....Pages 663-670
Mapping Template Heart Models to Patient Data Using Image Registration....Pages 671-678
A Framework for Detailed Objective Comparison of Non-rigid Registration Algorithms in Neuroimaging....Pages 679-686
Evaluation of Registration of Ictal SPECT/MRI Data Using Statistical Similarity Methods....Pages 687-695
Construction of a Brain Template from MR Images Using State-of-the-Art Registration and Segmentation Techniques....Pages 696-703
Non-rigid Atlas to Subject Registration with Pathologies for Conformal Brain Radiotherapy....Pages 704-711
Ventricle Registration for Inter-subject White Matter Lesion Analysis....Pages 712-719
Deformable Registration of Tumor-Diseased Brain Images....Pages 720-728
Toward the Creation of an Electrophysiological Atlas for the Pre-operative Planning and Intra-operative Guidance of Deep Brain Stimulators (DBS) Implantation....Pages 729-736
Detecting Regional Abnormal Cardiac Contraction in Short-Axis MR Images Using Independent Component Analysis....Pages 737-744
Non-rigid Atlas-to-Image Registration by Minimization of Class-Conditional Image Entropy....Pages 745-753
Determination of Aortic Distensibility Using Non-rigid Registration of Cine MR Images....Pages 754-762
Integrated Intensity and Point-Feature Nonrigid Registration....Pages 763-770
Matching 3D Shapes Using 2D Conformal Representations....Pages 771-780
Parallel Optimization Approaches for Medical Image Registration....Pages 781-788
Non-rigid Multimodal Image Registration Using Local Phase....Pages 789-796
Multi-channel Mutual Information Using Scale Space....Pages 797-804
Registration Using Segment Intensity Remapping and Mutual Information....Pages 805-812
Comparison of Different Global and Local Automatic Registration Schemes: An Application to Retinal Images....Pages 813-820
Automatic Estimation of Error in Voxel-Based Registration....Pages 821-828
Rigid and Deformable Vasculature-to-Image Registration: A Hierarchical Approach....Pages 829-836
Rigid Registration of Freehand 3D Ultrasound and CT-Scan Kidney Images....Pages 837-844
Improved Non-rigid Registration of Prostate MRI....Pages 845-852
Landmark-Guided Surface Matching and Volumetric Warping for Improved Prostate Biopsy Targeting and Guidance....Pages 853-861
Improved Regional Analysis of Oxygen-Enhanced Lung MR Imaging Using Image Registration....Pages 862-869
An Uncertainty-Driven Hybrid of Intensity-Based and Feature-Based Registration with Application to Retinal and Lung CT Images....Pages 870-877
Portal Vein Registration for the Follow-Up of Hepatic Tumours....Pages 878-886
Fast Rigid 2D-2D Multimodal Registration....Pages 887-894
Finite Deformation Guided Nonlinear Filtering for Multiframe Cardiac Motion Analysis....Pages 895-902
Contrast-Invariant Registration of Cardiac and Renal MR Perfusion Images....Pages 903-910
Spatio-Temporal Free-Form Registration of Cardiac MR Image Sequences....Pages 911-919
Back Matter....Pages -