Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011: 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part II

Front Matter....Pages -
Longitudinal Change Detection: Inference on the Diffusion Tensor Along White-Matter Pathways....Pages 1-8
Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor....Pages 9-16
Fiber Modeling and Clustering Based on Neuroanatomical Features....Pages 17-24
Probabilistic Clustering and Shape Modelling of White Matter Fibre Bundles Using Regression Mixtures....Pages 25-32
Integrated Parcellation and Normalization Using DTI Fasciculography....Pages 33-41
Predicting Functional Brain ROIs via Fiber Shape Models....Pages 42-49
Predictive Modeling of Cardiac Fiber Orientation Using the Knutsson Mapping....Pages 50-57
Sparse Multi-Shell Diffusion Imaging....Pages 58-65
Longitudinal Tractography with Application to Neuronal Fiber Trajectory Reconstruction in Neonates....Pages 66-73
Quantitative Body DW-MRI Biomarkers Uncertainty Estimation Using Unscented Wild-Bootstrap....Pages 74-81
Axon Diameter Mapping in Crossing Fibers with Diffusion MRI....Pages 82-89
Detecting Structure in Diffusion Tensor MR Images....Pages 90-97
Diffeomorphism Invariant Riemannian Framework for Ensemble Average Propagator Computing....Pages 98-106
Assessment of Bias for MRI Diffusion Tensor Imaging Using SIMEX....Pages 107-115
Impact of Radial and Angular Sampling on Multiple Shells Acquisition in Diffusion MRI....Pages 116-123
Super-Resolution in Diffusion-Weighted Imaging....Pages 124-132
Reconstruction of Fiber Trajectories via Population-Based Estimation of Local Orientations....Pages 133-140
Segmenting Thalamic Nuclei: What Can We Gain from HARDI?....Pages 141-148
Resting State fMRI-Guided Fiber Clustering....Pages 149-156
Apparent Intravoxel Fibre Population Dispersion (FPD) Using Spherical Harmonics....Pages 157-165
Feasibility and Advantages of Diffusion Weighted Imaging Atlas Construction in Q-Space....Pages 166-173
Susceptibility Distortion Correction for Echo Planar Images with Non-uniform B-Spline Grid Sampling: A Diffusion Tensor Image Study....Pages 174-181
Probabilistic ODF Estimation from Reduced HARDI Data with Sparse Regularization....Pages 182-190
Sheet-Like White Matter Fiber Tracts: Representation, Clustering, and Quantitative Analysis....Pages 191-199
Diffusion Tensor Image Registration with Combined Tract and Tensor Features....Pages 200-208
Probabilistic Tractography Using Q-Ball Modeling and Particle Filtering....Pages 209-216
Bessel Fourier Orientation Reconstruction: An Analytical EAP Reconstruction Using Multiple Shell Acquisitions in Diffusion MRI....Pages 217-225
Parallel MRI Noise Correction: An Extension of the LMMSE to Non Central χ Distributions....Pages 226-233
HARDI Based Pattern Classifiers for the Identification of White Matter Pathologies....Pages 234-241
Detrend-Free Hemodynamic Data Assimilation of Two-Stage Kalman Estimator....Pages 242-250
Fiber-Centered Granger Causality Analysis....Pages 251-259
Variational Solution to the Joint Detection Estimation of Brain Activity in fMRI....Pages 260-268
Adaptively and Spatially Estimating the Hemodynamic Response Functions in fMRI....Pages 269-276
Identification of Individuals with MCI via Multimodality Connectivity Networks....Pages 277-284
Connectivity-Informed fMRI Activation Detection....Pages 285-292
A Stochastic Linear Model for fMRI Activation Analyses....Pages 293-301
Computing the Shape of Brain Networks Using Graph Filtration and Gromov-Hausdorff Metric....Pages 302-309
Model-Driven Harmonic Parameterization of the Cortical Surface....Pages 310-317
Assessing Regularity and Variability of Cortical Folding Patterns of Working Memory ROIs....Pages 318-326
Conformal Metric Optimization on Surface (CMOS) for Deformation and Mapping in Laplace-Beltrami Embedding Space....Pages 327-334
Area-Preserving Surface Flattening Using Lie Advection....Pages 335-342
Non-parametric Population Analysis of Cellular Phenotypes....Pages 343-351
Vertex-Wise Shape Analysis of the Hippocampus: Disentangling Positional Differences from Volume Changes....Pages 352-359
Localized Component Analysis for Arthritis Detection in the Trapeziometacarpal Joint....Pages 360-367
Geometric Correspondence for Ensembles of Nonregular Shapes....Pages 368-375
Hippocampal Surface Mapping of Genetic Risk Factors in AD via Sparse Learning Models....Pages 376-383
Euclidean Geodesic Loops on High-Genus Surfaces Applied to the Morphometry of Vestibular Systems....Pages 384-392
A Statistical Model of Shape and Bone Mineral Density Distribution of the Proximal Femur for Fracture Risk Assessment....Pages 393-400
Estimation of Smooth Growth Trajectories with Controlled Acceleration from Time Series Shape Data....Pages 401-408
Minimization of Intra-Operative Shaping of Orthopaedic Fixation Plates: A Population-Based Design....Pages 409-416
Iterative Refinement of Point Correspondences for 3D Statistical Shape Models....Pages 417-425
A New Shape Diffusion Descriptor for Brain Classification....Pages 426-433
Comparison of Shape Regression Methods under Landmark Position Uncertainty....Pages 434-441
SpringLS: A Deformable Model Representation to Provide Interoperability between Meshes and Level Sets....Pages 442-450
Deformable Segmentation via Sparse Shape Representation....Pages 451-458
Pattern Based Morphometry....Pages 459-466
Longitudinal Cortical Thickness Estimation Using Khalimsky’s Cubic Complex....Pages 467-475
Spatiotemporal Morphometry of Adjacent Tissue Layers with Application to the Study of Sulcal Formation....Pages 476-483
Fast Shape-Based Nearest-Neighbor Search for Brain MRIs Using Hierarchical Feature Matching....Pages 484-491
3D Active Shape Model Segmentation with Nonlinear Shape Priors....Pages 492-499
Automatic Construction of Statistical Shape Models for Vertebrae....Pages 500-507
Graph Based Spatial Position Mapping of Low-Grade Gliomas....Pages 508-515
Automated Registration of Whole-Body Follow-Up MicroCT Data of Mice....Pages 516-523
Evaluating Volumetric Brain Registration Performance Using Structural Connectivity Information....Pages 524-531
Joint Segmentation and Deformable Registration of Brain Scans Guided by a Tumor Growth Model....Pages 532-540
Non-local Shape Descriptor: A New Similarity Metric for Deformable Multi-modal Registration....Pages 541-548
Preconditioned Stochastic Gradient Descent Optimisation for Monomodal Image Registration....Pages 549-556
Random Walks for Deformable Image Registration....Pages 557-565
Laplacian Eigenmaps Manifold Learning for Landmark Localization in Brain MR Images....Pages 566-573
Automatic Alignment of Brain MR Scout Scans Using Data-adaptive Multi-structural Model....Pages 574-581
Reconstruction of 3-D Histology Images by Simultaneous Deformable Registration....Pages 582-589
Spatially Adaptive Log-Euclidean Polyaffine Registration Based on Sparse Matches....Pages 590-597
Personalized X-Ray Reconstruction of the Proximal Femur via Intensity-Based Non-rigid 2D-3D Registration....Pages 598-606
2D Image Registration in CT Images Using Radial Image Descriptors....Pages 607-614
Point-to-Volume Registration of Prostate Implants to Ultrasound....Pages 615-622
3D Organ Motion Prediction for MR-Guided High Intensity Focused Ultrasound....Pages 623-630
Geometry-Aware Multiscale Image Registration via OBBTree-Based Polyaffine Log-Demons....Pages 631-638
Geometric Metamorphosis....Pages 639-646
Longitudinal Brain MRI Analysis with Uncertain Registration....Pages 647-654
Geodesic Regression for Image Time-Series....Pages 655-662
Mapping the Effects of A β 1 − 42 Levels on the Longitudinal Changes in Healthy Aging: Hierarchical Modeling Based on Stationary Velocity Fields....Pages 663-670
Consistent Reconstruction of Cortical Surfaces from Longitudinal Brain MR Images....Pages 671-679
Inferring 3D Kinematics of Carpal Bones from Single View Fluoroscopic Sequences....Pages 680-687
Back Matter....Pages -