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

Front Matter....Pages -
Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis....Pages 1-8
Learning from Only Positive and Unlabeled Data to Detect Lesions in Vascular CT Images....Pages 9-16
Regularized Tensor Factorization for Multi-Modality Medical Image Classification....Pages 17-24
Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography....Pages 25-32
Aggregated Distance Metric Learning (ADM) for Image Classification in Presence of Limited Training Data....Pages 33-40
Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries....Pages 41-48
A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images....Pages 49-57
Classification of Alzheimer’s Disease Using a Self-Smoothing Operator....Pages 58-65
An Analysis of Scale and Rotation Invariance in the Bag-of-Features Method for Histopathological Image Classification....Pages 66-74
Robust Large Scale Prone-Supine Polyp Matching Using Local Features: A Metric Learning Approach....Pages 75-82
Targeted Optical Biopsies for Surveillance Endoscopies....Pages 83-90
Focal Biologically Inspired Feature for Glaucoma Type Classification....Pages 91-98
The Relevance Voxel Machine (RVoxM): A Bayesian Method for Image-Based Prediction....Pages 99-106
Assessment of Regional Myocardial Function via Statistical Features in MR Images....Pages 107-114
Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression....Pages 115-123
Biological Indexes Based Reflectional Asymmetry for Classifying Cutaneous Lesions....Pages 124-132
Identification of Paediatric Tuberculosis from Airway Shape Features....Pages 133-140
Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule Endoscopy....Pages 141-148
Simultaneous Segmentation and Grading of Hippocampus for Patient Classification with Alzheimer’s Disease....Pages 149-157
Localization of the Lumbar Discs Using Machine Learning and Exact Probabilistic Inference....Pages 158-165
Automatic Contrast Phase Estimation in CT Volumes....Pages 166-174
3D Shape Analysis for Early Diagnosis of Malignant Lung Nodules....Pages 175-182
Classification of Diffuse Lung Disease Patterns on High-Resolution Computed Tomography by a Bag of Words Approach....Pages 183-190
Discriminative Pathological Context Detection in Thoracic Images Based on Multi-level Inference....Pages 191-198
X-ray Categorization and Spatial Localization of Chest Pathologies....Pages 199-206
Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images Using Shape, Intensity and Context Features....Pages 207-214
Learning Shape and Texture Characteristics of CT Tree-in-Bud Opacities for CAD Systems....Pages 215-222
Referenceless Stratification of Parenchymal Lung Abnormalities....Pages 223-230
Lung Texture Classification Using Locally–Oriented Riesz Components....Pages 231-238
Fast Multiple Organ Detection and Localization in Whole-Body MR Dixon Sequences....Pages 239-247
ManiSMC: A New Method Using Manifold Modeling and Sequential Monte Carlo Sampler for Boosting Navigated Bronchoscopy....Pages 248-255
Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning....Pages 256-263
Detecting Outlying Subjects in High-Dimensional Neuroimaging Datasets with Regularized Minimum Covariance Determinant....Pages 264-271
Segmenting Images by Combining Selected Atlases on Manifold....Pages 272-279
Learning Pit Pattern Concepts for Gastroenterological Training....Pages 280-287
Immediate Structured Visual Search for Medical Images....Pages 288-296
Retrieval Evaluation and Distance Learning from Perceived Similarity between Endomicroscopy Videos....Pages 297-304
A New Approach for Tubular Structure Modeling and Segmentation Using Graph-Based Techniques....Pages 305-312
Learning-Based Meta-Algorithm for MRI Brain Extraction....Pages 313-321
Learning Likelihoods for Labeling (L3): A General Multi- Classifier Segmentation Algorithm....Pages 322-329
Anatomical Labeling of the Anterior Circulation of the Circle of Willis Using Maximum a Posteriori Classification....Pages 330-337
Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization....Pages 338-345
Pose-Invariant 3D Proximal Femur Estimation through Bi-planar Image Segmentation with Hierarchical Higher-Order Graph-Based Priors....Pages 346-353
Fully Automatic Segmentation of Brain Tumor Images Using Support Vector Machine Classification in Combination with Hierarchical Conditional Random Field Regularization....Pages 354-361
Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson Diagnosis....Pages 362-369
Order Preserving and Shape Prior Constrained Intra-retinal Layer Segmentation in Optical Coherence Tomography....Pages 370-377
Adaptive Neonate Brain Segmentation....Pages 378-386
Renal Cortex Segmentation Using Optimal Surface Search with Novel Graph Construction....Pages 387-394
3D Modeling of Coronary Artery Bifurcations from CTA and Conventional Coronary Angiography....Pages 395-402
Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures....Pages 403-410
A Holistic Approach for the Detection of Media-Adventitia Border in IVUS....Pages 411-419
Orientation Histograms as Shape Priors for Left Ventricle Segmentation Using Graph Cuts....Pages 420-427
Myocardial Segmentation of Late Gadolinium Enhanced MR Images by Propagation of Contours from Cine MR Images....Pages 428-435
Minimum Average-Cost Path for Real Time 3D Coronary Artery Segmentation of CT Images....Pages 436-444
Robust Surface-Based Multi-template Automated Algorithm to Segment Healthy and Pathological Hippocampi....Pages 445-453
Model Based 3D Segmentation and OCT Image Undistortion of Percutaneous Implants....Pages 454-462
Optimizing GHT-Based Heart Localization in an Automatic Segmentation Chain....Pages 463-470
Automatic Extraction of 3D Dynamic Left Ventricle Model from 2D Rotational Angiocardiogram....Pages 471-478
Automatic View Planning for Cardiac MRI Acquisition....Pages 479-486
Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation....Pages 487-495
Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation....Pages 496-503
Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus....Pages 504-511
Regurgitation Quantification Using 3D PISA in Volume Echocardiography....Pages 512-519
Patient-Specific Mitral Leaflet Segmentation from 4D Ultrasound....Pages 520-527
Vessel Connectivity Using Murray’s Hypothesis....Pages 528-536
Segmentation of Nerve Bundles and Ganglia in Spine MRI Using Particle Filters....Pages 537-545
A Multichannel Markov Random Field Approach for Automated Segmentation of Breast Cancer Tumor in DCE-MRI Data Using Kinetic Observation Model....Pages 546-553
3-D Graph Cut Segmentation with Riemannian Metrics to Avoid the Shrinking Problem....Pages 554-561
Adaptive Multi-cluster Fuzzy C-Means Segmentation of Breast Parenchymal Tissue in Digital Mammography....Pages 562-569
Learning Image Context for Segmentation of Prostate in CT-Guided Radiotherapy....Pages 570-578
Joint Thrombus and Vessel Segmentation Using Dynamic Texture Likelihoods and Shape Prior....Pages 579-586
3D Kidney Segmentation from CT Images Using a Level Set Approach Guided by a Novel Stochastic Speed Function....Pages 587-594
Mixture of Segmenters with Discriminative Spatial Regularization and Sparse Weight Selection....Pages 595-602
Active Learning for Interactive 3D Image Segmentation....Pages 603-610
3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models....Pages 611-618
Digital Imaging for the Education of Proper Surgical Hand Disinfection....Pages 619-626
Reinforcement Learning for Context Aware Segmentation....Pages 627-634
Robust Deformable-Surface-Based Skull-Stripping for Large-Scale Studies....Pages 635-642
Confidence-Guided Sequential Label Fusion for Multi-atlas Based Segmentation....Pages 643-650
Probabilistic Multi-shape Segmentation of Knee Extensor and Flexor Muscles....Pages 651-658
Robust Skull Stripping of Clinical Glioblastoma Multiforme Data....Pages 659-666
Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes....Pages 667-674
Back Matter....Pages -