Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012: 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part III

Front Matter....Pages -
Accelerated Diffusion Spectrum Imaging with Compressed Sensing Using Adaptive Dictionaries....Pages 1-9
Parametric Dictionary Learning for Modeling EAP and ODF in Diffusion MRI....Pages 10-17
Resolution Enhancement of Diffusion-Weighted Images by Local Fiber Profiling....Pages 18-25
Geodesic Shape-Based Averaging....Pages 26-33
Multi-scale Characterization of White Matter Tract Geometry....Pages 34-41
Optimization of Acquisition Geometry for Intra-operative Tomographic Imaging....Pages 42-49
Incorporating Parameter Uncertainty in Bayesian Segmentation Models: Application to Hippocampal Subfield Volumetry....Pages 50-57
A Dynamical Appearance Model Based on Multiscale Sparse Representation: Segmentation of the Left Ventricle from 4D Echocardiography....Pages 58-65
Automatic Detection and Segmentation of Kidneys in 3D CT Images Using Random Forests....Pages 66-74
Neighbourhood Approximation Forests....Pages 75-82
Recognition in Ultrasound Videos: Where Am I?....Pages 83-90
Self-similarity Weighted Mutual Information: A New Nonrigid Image Registration Metric....Pages 91-98
Inter-Point Procrustes: Identifying Regional and Large Differences in 3D Anatomical Shapes....Pages 99-106
Selection of Optimal Hyper-Parameters for Estimation of Uncertainty in MRI-TRUS Registration of the Prostate....Pages 107-114
Globally Optimal Deformable Registration on a Minimum Spanning Tree Using Dense Displacement Sampling....Pages 115-122
Unbiased Groupwise Registration of White Matter Tractography....Pages 123-130
Regional Manifold Learning for Deformable Registration of Brain MR Images....Pages 131-138
Estimation and Reduction of Target Registration Error....Pages 139-146
A Hierarchical Scheme for Geodesic Anatomical Labeling of Airway Trees....Pages 147-155
Initialising Groupwise Non-rigid Registration Using Multiple Parts+Geometry Models....Pages 156-163
An Efficient and Robust Algorithm for Parallel Groupwise Registration of Bone Surfaces....Pages 164-171
Realistic Head Model Design and 3D Brain Imaging of NIRS Signals Using Audio Stimuli on Preterm Neonates for Intra-Ventricular Hemorrhage Diagnosis....Pages 172-179
Hemodynamic-Informed Parcellation of fMRI Data in a Joint Detection Estimation Framework....Pages 180-188
Group Analysis of Resting-State fMRI by Hierarchical Markov Random Fields....Pages 189-196
Metamorphic Geodesic Regression....Pages 197-205
Eigenanatomy Improves Detection Power for Longitudinal Cortical Change....Pages 206-213
Optimization of fMRI-Derived ROIs Based on Coherent Functional Interaction Patterns....Pages 214-222
Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters....Pages 223-230
Dominant Component Analysis of Electrophysiological Connectivity Networks....Pages 231-238
Tree-Guided Sparse Coding for Brain Disease Classification....Pages 239-247
Improving Accuracy and Power with Transfer Learning Using a Meta-analytic Database....Pages 248-255
Radial Structure in the Preterm Cortex; Persistence of the Preterm Phenotype at Term Equivalent Age?....Pages 256-263
Temporally-Constrained Group Sparse Learning for Longitudinal Data Analysis....Pages 264-271
Feature Analysis for Parkinson’s Disease Detection Based on Transcranial Sonography Image....Pages 272-279
Longitudinal Image Registration with Non-uniform Appearance Change....Pages 280-288
Cortical Folding Analysis on Patients with Alzheimer’s Disease and Mild Cognitive Impairment....Pages 289-296
Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-view Spectral Clustering....Pages 297-304
Test-Retest Reliability of Graph Theory Measures of Structural Brain Connectivity....Pages 305-312
Registration and Analysis of White Matter Group Differences with a Multi-fiber Model....Pages 313-320
Scalable Tracing of Electron Micrographs by Fusing Top Down and Bottom Up Cues Using Hypergraph Diffusion....Pages 321-328
A Diffusion Model for Detecting and Classifying Vesicle Fusion and Undocking Events....Pages 329-336
Efficient Scanning for EM Based Target Localization....Pages 337-344
Automated Tuberculosis Diagnosis Using Fluorescence Images from a Mobile Microscope....Pages 345-352
Accurate Fully Automatic Femur Segmentation in Pelvic Radiographs Using Regression Voting....Pages 353-360
Automatic Location of Vertebrae on DXA Images Using Random Forest Regression....Pages 361-368
Decision Forests for Tissue-Specific Segmentation of High-Grade Gliomas in Multi-channel MR....Pages 369-376
Efficient Global Optimization Based 3D Carotid AB-LIB MRI Segmentation by Simultaneously Evolving Coupled Surfaces....Pages 377-384
Sparse Patch Based Prostate Segmentation in CT Images....Pages 385-392
Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization....Pages 393-401
Integration of Local and Global Features for Anatomical Object Detection in Ultrasound....Pages 402-409
Spectral Label Fusion....Pages 410-417
Multi-Organ Segmentation with Missing Organs in Abdominal CT Images....Pages 418-425
Non-local STAPLE: An Intensity-Driven Multi-atlas Rater Model....Pages 426-434
Shape Prior Modeling Using Sparse Representation and Online Dictionary Learning....Pages 435-442
Detection of Substantia Nigra Echogenicities in 3D Transcranial Ultrasound for Early Diagnosis of Parkinson Disease....Pages 443-450
Prostate Segmentation by Sparse Representation Based Classification....Pages 451-458
Co-segmentation of Functional and Anatomical Images....Pages 459-467
Using Multiparametric Data with Missing Features for Learning Patterns of Pathology....Pages 468-475
Non-local Robust Detection of DTI White Matter Differences with Small Databases....Pages 476-484
Group-Wise Consistent Fiber Clustering Based on Multimodal Connectional and Functional Profiles....Pages 485-492
Learning a Reliable Estimate of the Number of Fiber Directions in Diffusion MRI....Pages 493-500
Finding Similar 2D X-Ray Coronary Angiograms....Pages 501-508
Detection of Vertebral Body Fractures Based on Cortical Shell Unwrapping....Pages 509-516
Multiscale Lung Texture Signature Learning Using the Riesz Transform....Pages 517-524
Blood Flow Simulation for the Liver after a Virtual Right Lobe Hepatectomy....Pages 525-532
A Combinatorial Method for 3D Landmark-Based Morphometry: Application to the Study of Coronal Craniosynostosis....Pages 533-541
A Comprehensive Framework for the Detection of Individual Brain Perfusion Abnormalities Using Arterial Spin Labeling....Pages 542-549
Automated Colorectal Cancer Diagnosis for Whole-Slice Histopathology....Pages 550-557
Patient-Adaptive Lesion Metabolism Analysis by Dynamic PET Images....Pages 558-565
A Personalized Biomechanical Model for Respiratory Motion Prediction....Pages 566-573
Endoscope Distortion Correction Does Not (Easily) Improve Mucosa-Based Classification of Celiac Disease....Pages 574-581
Gaussian Process Inference for Estimating Pharmacokinetic Parameters of Dynamic Contrast-Enhanced MR Images....Pages 582-589
Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans....Pages 590-598
Pathology Hinting as the Combination of Automatic Segmentation with a Statistical Shape Model....Pages 599-606
An Invariant Shape Representation Using the Anisotropic Helmholtz Equation....Pages 607-614
Phase Contrast Image Restoration via Dictionary Representation of Diffraction Patterns....Pages 615-622
Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation....Pages 623-630
Structural-Flow Trajectories for Unravelling 3D Tubular Bundles....Pages 631-638
Online Blind Calibration of Non-uniform Photodetectors: Application to Endomicroscopy....Pages 639-646
Back Matter....Pages -