Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008: 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings

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Dimitris Metaxas, Leon Axel, Gabor Fichtinger, Gabor Szekely
Springer Science & Business Media, Sep 4, 2008 - Computers - 1087 pages
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The 11th International Conference on Medical Imaging and Computer Assisted Intervention, MICCAI 2008, was held at the Helen and Martin Kimmel Center of New York University, New York City, USA on September 6–10, 2008. MICCAI is the premier international conference in this domain, with - depth papers on the multidisciplinary ?elds of biomedical image computing and analysis, computer assisted intervention and medical robotics. The conference brings together biological scientists, clinicians, computer scientists, engineers, mathematicians, physicists and other interested researchers and o?ers them a forum to exchange ideas in these exciting and rapidly growing ?elds. The conference is both very selective and very attractive: this year we - ceived a record number of 700 submissions from 34 countries and 6 continents, fromwhich258papers were selectedfor publication,whichcorrespondsto a s- cess rate of approximately 36%. Some interesting facts about the distribution of submitted and accepted papers are shown graphically at the end of this preface. The paper selection process this year was based on the following procedure, which included the introduction of several novelties over previous years. 1. A ProgramCommittee (PC) of 49 members was recruited by the Program Chairs,to getthenecessarybody ofexpertiseandgeographicalcoverage.All PC members agreed in advance to participate in the ?nal paper selection process. 2. Key words grouped in 7 categories were used to describe the content of the submissions and the expertise of the reviewers.
 

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Contents

Function
1
Extracting Tractosemas from a Displacement Probability Field for Tractography in DWMRI
9
New Algorithms to Map Asymmetries of 3D Surfaces
17
A Distributed Spatiotemporal EEGMEG Inverse Solver
26
Tracking the Swimming Motions of C elegans Worms with Applications in Aging Studies
35
EdgePreserving Spatially Variant Bayesian Mixture Model
43
Semisupervised Nasopharyngeal Carcinoma Lesion Extraction from Magnetic Resonance Images Using Online Spectral Clustering with a Learned M...
51
Multilevel Classification of Emphysema in HRCT Lung Images Using Delegated Classifiers
59
Unbiased Stratification of Left Ventricles
551
Increased Folding in Children and Adolescents in Frontal Parietal and Temporal Lobes
559
Prediction of Biomechanical Parameters of the Proximal Femur Using Statistical Appearance Models and Support Vector Regression
568
Automatic Labeling of Anatomical Structures in MR FastView Images Using a Statistical Atlas
576
Conformal Slit Mapping and Its Applications to Brain Surface Parameterization
585
Automatic Determination of Arterial Input Function for Dynamic Contrast Enhanced MRI in Tumor Assessment
594
Robust Vessel Tree Modeling
602
Exploratory Identification of ImageBased Biomarkers for Solid Mass Pulmonary Tumors
612

A Discriminative ModelConstrained Graph Cuts Approach to Fully Automated Pediatric Brain Tumor Segmentation in 3D MRI
67
Prostate Cancer Probability Maps Based on Ultrasound RF Time Series and SVM Classifiers
76
Algorithm and Validation Study
85
A Machine Learning Approach
93
Evaluation of a Cardiac Ultrasound Segmentation Algorithm Using a Phantom
101
Automatic Recovery of the Left Ventricular Blood Pool in Cardiac Cine MR Images
110
MRI Bone Segmentation Using Deformable Models and Shape Priors
119
Segmentation of Vessels Cluttered with Cells Using a Physics Based Model
127
Streamline Flows for White Matter Fibre Pathway Segmentation in Diffusion MRI
135
Toward Unsupervised Classification of Calcified Arterial Lesions
144
A Study of the Effects of Graph Construction on 3D Image Segmentation
153
Level Set Based Surface Capturing in 3D Medical Images
162
Automatic Detection of Calcified Coronary Plaques in Computed Tomography Data Sets
170
Comprehensive Segmentation of Cine Cardiac MR Images
178
Segmentation of Pathologic Hearts in LongAxis LateEnhancement MRI
186
Automatic Subcortical Segmentation Using a Contextual Model
194
Lumbar Disc Localization and Labeling with a Probabilistic Model on Both Pixel and Object Features
202
Application to AtlasBased Skull Segmentation
211
Robust Segmentation and Anatomical Labeling of the Airway Tree from Thoracic CT Scans
219
Spine Segmentation Using Articulated Shape Models
227
ModelBased Segmentation of Hippocampal Subfields in UltraHigh Resolution In Vivo MRI
235
Kinetic Modeling Based Probabilistic Segmentation for Molecular Images
244
Automatic Delineation of Sulci and Improved Partial Volume Classification for Accurate 3D VoxelBased Cortical Thickness Estimation from MR
253
A Riemannian Anisotropic Edge Detection Scheme for Vascular Segmentation
262
A Novel Method for Cortical Sulcal Fundi Extraction
270
Joint Segmentation of Thalamic Nuclei from a Population of Diffusion Tensor MR Images
279
Bone Segmentation and Fracture Detection in Ultrasound Using 3D Local Phase Features
287
Interactive Separation of Segmented Bones in CT Volumes Using Graph Cut
296
from Clinical Diffusion Imaging Scans
305
Active Scheduling of Organ Detection and Segmentation in WholeBody Medical Images
313
A New Stochastic Framework for Accurate Lung Segmentation
322
Active Volume Models with Probabilistic Object Boundary Prediction Module
331
Estimation of Tissue Property T1 Map and GroupWise Registration of Inversion Recovery MR Breast Images
342
AtlasBased Segmentation of the Germinal Matrix from in Utero Clinical MRI of the Fetal Brain
351
Segmenting Brain Tumors Using Pseudo Conditional Random Fields
359
Localized Priors for the Precise Segmentation of Individual Vertebras from CT Volume Data
367
Cell Spreading Analysis with Directed Edge ProfileGuided Level Set Active Contours
376
Global Intensity Fitting Active ContoursSurfaces
384
ModelBased Segmentation Using Graph Representations
393
3D Brain Segmentation Using Active Appearance Models and Local Regressors
401
MRI
409
Hierarchical Shape Statistical Model for Segmentation of Lung Fields in Chest Radiographs
417
Sample Sufficiency and Number of Modes to Retain in Statistical Shape Modelling
425
Optimal Feature Point Selection and Automatic Initialization in Active Shape Model Search
434
Normalization of 11CPiBPETImagesona Population of Elderly Mild Cognitive Impaired and Alzheimer Disease Patients
442
Computational Atlases of Severity of White Matter Lesions in Elderly Subjects with MRI
450
Simulation of GroundTruth Validation Data Via Physically and StatisticallyBased Warps
459
Wavelets
468
Complexes
477
Multivariate Statistical Analysis of Whole Brain Structural Networks Obtained Using Probabilistic Tractography
486
of Landmark Curves
494
Construction of Hierarchical MultiOrgan Statistical Atlases and Their Application to MultiOrgan Segmentation from CT Images
502
Evaluation in Postmortem MRI
510
Customized Design of Hearing Aids Using Statistical Shape Learning
518
A Novel Explicit 2D+t Cyclic Shape Model Applied to Echocardiography
527
Spatial Consistency in 3D TractBased Clustering Statistics
535
Dynamic Probabilistic Atlas of Functional Brain Regions for Transcranial Magnetic Stimulation
543
Measuring Brain Lesion Progression with a Supervised Tissue Classification System
620
Regularized Discriminative Direction for Shape Difference Analysis
628
LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models
636
SurfaceBased Texture and Morphological Analysis Detects Subtle Cortical Dysplasia
645
MultiAttribute Noninitializing Texture Reconstruction Based Active Shape Model MANTRA
653
and Cancer Detection Scheme on 3 Tesla In Vivo Prostate DCEMRI
662
A New Method for Creating Electrophysiological Maps for DBS Surgery and Their Application to Surgical Guidance
670
Cardiac Electrophysiology Model Adjustment Using the Fusion of MR and Optical Imaging
678
Dynamic ModelDriven Quantitative and Visual Evaluation of the Aortic Valve from 4D CT
686
Modeling and Experimental Validation
695
Modelling Anisotropic Viscoelasticity for RealTime Soft Tissue Simulation
703
3D UltrasoundGuided Motion Compensation System for Beating Heart Mitral Valve Repair
711
A Novel Algorithm for Heart Motion Analysis Based on Geometric Constraints
720
OntheFly MotionCompensated ConeBeam CT Using an a Priori Motion Model
729
A Statistical Motion Model Based on Biomechanical Simulations for Data Fusion during ImageGuided Prostate Interventions
737
Fast Surface Registration
745
A DemonsBased Approach
754
EEG to MRI Registration Based on Global and Local Similarities of MRI Intensity Distributions
762
Nonrigid Registration of Dynamic Renal MR Images Using a Saliency Based MRF Model
771
A Constrained Nonrigid Registration Algorithm for Use in Prostate ImageGuided Radiotherapy
780
Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatiotemporal Tensor Analysis
789
Application to Interleaved MR Motion Correction
798
A Hybrid System for the Semantic Annotation of SulcoGyral Anatomy in MRI Images
807
Towards MultiDirectional OCT for Speckle Noise Reduction
815
Automatic Tracking of Escherichia Coli Bacteria
824
Automatic Image Analysis of Histopathology Specimens Using Concave Vertex Graph
833
Analysis of Surfaces Using Constrained Regression Models
842
A Global Approach for Automatic Fibroscopic Video Mosaicing in Minimally Invasive Diagnosis
850
Riemannian Framework for Estimating Symmetric Positive Definite 4th Order Diffusion Tensors
858
Nonuniform Gradient Prescription for Precise Angular Measurements Using DTI
866
Bioluminescence Tomography
874
Geometric Deformable Model Driven by CoCRFs Application to Optical Coherence Tomography
883
Contractile Analysis with Kriging Based on MR Myocardial Velocity Imaging
892
Mean Shift on Paths
900
On Classifying DiseaseInduced Patterns in the Brain Using Diffusion Tensor Images
908
Findings in Schizophrenia by TractOriented DTMRI Analysis
917
TaskSpecific Functional Brain Geometry from Model Maps
925
Texture Classification in Lung CT Using Local Binary Patterns
934
ASymmetryBasedMethodforthe Determination of Vertebral Rotation in 3D
942
Spatiotemporal Speckle Reduction in Ultrasound Sequences
951
SurfaceBased Structural Group Analysis of fMRI Data
959
Dynamic Cardiac Mapping on PatientSpecific Cardiac Models
967
Detection of DTI White Matter Abnormalities in Multiple Sclerosis Patients
975
Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography
983
Motion Robust Magnetic Susceptibility and Field Inhomogeneity Estimation Using Regularized Image Restoration Techniques for fMRI
991
Boosting for Autism Classification
999
A New Approach to Quantify Local Hippocampal Volume Changes
1008
Discovering Structure in the Space of Activation Profiles in fMRI
1016
Left Ventricle Tracking Using Overlap Priors
1025
Mean qBall Strings Obtained by Constrained Procrustes Analysis with Point Sliding
1034
A Human Study on Myocardial Infarction
1042
A SlicingBased Coherence Measure for Clusters of DTI Integral Curves
1051
A High Angular Resolution Diffusion Imaging HARDI Study
1060
Group Statistics of DTI Fiber Bundles Using Spatial Functions of Tensor Measures
1068
Author Index
1076
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