Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013: 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II

Front Matter....Pages -
Biomechanically Driven Registration of Pre- to Intra-Operative 3D Images for Laparoscopic Surgery....Pages 1-9
A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration....Pages 10-18
Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes....Pages 19-26
Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images with Explicit Orientation Optimization....Pages 27-34
Atlas Construction for Dynamic (4D) PET Using Diffeomorphic Transformations....Pages 35-42
Random Walks with Efficient Search and Contextually Adapted Image Similarity for Deformable Registration....Pages 43-50
A Histology-Based Model of Quantitative T1 Contrast for In-vivo Cortical Parcellation of High-Resolution 7 Tesla Brain MR Images....Pages 51-58
Apoptosis Detection for Non-adherent Cells in Time-lapse Phase Contrast Microscopy....Pages 59-66
Pathological Site Retargeting under Tissue Deformation Using Geometrical Association and Tracking....Pages 67-74
Optic Disc and Cup Segmentation from Color Fundus Photograph Using Graph Cut with Priors....Pages 75-82
A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases....Pages 83-90
Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid Matching....Pages 91-98
Registration of Free-Breathing 3D+t Abdominal Perfusion CT Images via Co-segmentation....Pages 99-107
Respiratory Motion Compensation with Relevance Vector Machines....Pages 108-115
Real-Time Respiratory Motion Analysis Using Manifold Ray Casting of Volumetrically Fused Multi-view Range Imaging....Pages 116-123
Improving 2D-3D Registration Optimization Using Learned Prostate Motion Data....Pages 124-131
Respiratory Motion Correction in Dynamic-MRI: Application to Small Bowel Motility Quantification during Free Breathing....Pages 132-140
Non-rigid Deformation Pipeline for Compensation of Superficial Brain Shift....Pages 141-148
A Symmetric 4D Registration Algorithm for Respiratory Motion Modeling....Pages 149-156
Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models....Pages 157-164
Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images....Pages 165-172
An Automatic Multi-atlas Segmentation of the Prostate in Transrectal Ultrasound Images Using Pairwise Atlas Shape Similarity....Pages 173-180
Accurate Bone Segmentation in 2D Radiographs Using Fully Automatic Shape Model Matching Based On Regression-Voting....Pages 181-189
Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape Models....Pages 190-197
Fast Globally Optimal Segmentation of 3D Prostate MRI with Axial Symmetry Prior....Pages 198-205
Image Segmentation Errors Correction by Mesh Segmentation and Deformation....Pages 206-213
Semi-Supervised and Active Learning for Automatic Segmentation of Crohn’s Disease....Pages 214-221
Hierarchical Constrained Local Model Using ICA and Its Application to Down Syndrome Detection....Pages 222-229
Learning from Multiple Experts with Random Forests: Application to the Segmentation of the Midbrain in 3D Ultrasound....Pages 230-237
Variable Importance in Nonlinear Kernels (VINK): Classification of Digitized Histopathology....Pages 238-245
Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network....Pages 246-253
Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation....Pages 254-261
Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations....Pages 262-270
A Multi-task Learning Approach for Compartmental Model Parameter Estimation in DCE-CT Sequences....Pages 271-278
Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study....Pages 279-286
Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces....Pages 287-294
Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk....Pages 295-302
Multifold Bayesian Kernelization in Alzheimer’s Diagnosis....Pages 303-310
High-Order Graph Matching Based Feature Selection for Alzheimer’s Disease Identification....Pages 311-318
Identification of MCI Using Optimal Sparse MAR Modeled Effective Connectivity Networks....Pages 319-327
Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields....Pages 328-335
Measurement of Myelin in the Preterm Brain: Multi-compartment Diffusion Imaging and Multi-component T 2 Relaxometry....Pages 336-344
Stent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound Images....Pages 345-352
Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture Comparisons....Pages 353-360
Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase Features....Pages 361-368
Learning-Based Modeling of Endovascular Navigation for Collaborative Robotic Catheterization....Pages 369-377
Incremental Learning with Selective Memory (ILSM): Towards Fast Prostate Localization for Image Guided Radiotherapy....Pages 378-386
A Tensor-Based Population Value Decomposition to Explain Rectal Toxicity after Prostate Cancer Radiotherapy....Pages 387-394
Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment....Pages 395-402
A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection....Pages 403-410
Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks....Pages 411-418
Learning to Segment Neurons with Non-local Quality Measures....Pages 419-427
Analysis of Trabecular Bone Microstructure Using Contour Tree Connectivity....Pages 428-435
Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images....Pages 436-443
Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov Model....Pages 444-451
Discriminative Data Transform for Image Feature Extraction and Classification....Pages 452-459
Automated Embryo Stage Classification in Time-Lapse Microscopy Video of Early Human Embryo Development....Pages 460-467
Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression....Pages 468-475
3D Intraventricular Flow Mapping from Colour Doppler Images and Wall Motion....Pages 476-483
Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images....Pages 484-491
Joint Statistics on Cardiac Shape and Fiber Architecture....Pages 492-500
Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing....Pages 501-508
Cardiac Fiber Inpainting Using Cartan Forms....Pages 509-517
Sequential Monte Carlo Tracking for Marginal Artery Segmentation on CT Angiography by Multiple Cue Fusion....Pages 518-525
Tracking of Carotid Arteries in Ultrasound Images....Pages 526-533
Studying Cerebral Vasculature Using Structure Proximity and Graph Kernels....Pages 534-541
Carotid Artery Lumen Segmentation in 3D Free-Hand Ultrasound Images Using Surface Graph Cuts....Pages 542-549
Random Walks with Adaptive Cylinder Flux Based Connectivity for Vessel Segmentation....Pages 550-558
Spatially Constrained Random Walk Approach for Accurate Estimation of Airway Wall Surfaces....Pages 559-566
Interactive Retinal Vessel Extraction by Integrating Vessel Tracing and Graph Search....Pages 567-574
Free-Breathing Whole-Heart Coronary MRA: Motion Compensation Integrated into 3D Cartesian Compressed Sensing Reconstruction....Pages 575-582
Deep Learning-Based Feature Representation for AD/MCI Classification....Pages 583-590
Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations....Pages 591-598
Multiple Instance Learning for Classification of Dementia in Brain MRI....Pages 599-606
Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning....Pages 607-615
Bayesian Joint Detection-Estimation of Cerebral Vasoreactivity from ASL fMRI Data....Pages 616-624
A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis....Pages 625-632
Manifold Learning of Brain MRIs by Deep Learning....Pages 633-640
Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures....Pages 641-648
Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images....Pages 649-656
A Spatial Mixture Approach to Inferring Sub-ROI Spatio-temporal Patterns from Rapid Event-Related fMRI Data....Pages 657-664
Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks....Pages 665-673
Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI....Pages 674-681
Overlapping Replicator Dynamics for Functional Subnetwork Identification....Pages 682-689
Genetic Clustering on the Hippocampal Surface for Genome-Wide Association Studies....Pages 690-697
Modeling Dynamic Functional Information Flows on Large-Scale Brain Networks....Pages 698-705
Back Matter....Pages -