Medical Image Computing and Computer-Assisted Intervention — MICCAI 2015: 18th International Conference Munich, Germany, October 5—9, 2015, Proceedings, Part III

Front Matter....Pages -
Front Matter....Pages 1-1
Deep Convolutional Encoder Networks for Multiple Sclerosis Lesion Segmentation....Pages 3-11
Unsupervised Myocardial Segmentation for Cardiac MRI....Pages 12-20
Multimodal Cortical Parcellation Based on Anatomical and Functional Brain Connectivity....Pages 21-28
Slic-Seg: Slice-by-Slice Segmentation Propagation of the Placenta in Fetal MRI Using One-Plane Scribbles and Online Learning....Pages 29-37
GPSSI: Gaussian Process for Sampling Segmentations of Images....Pages 38-46
Multi-Level Parcellation of the Cerebral Cortex Using Resting-State fMRI....Pages 47-54
Interactive Multi-organ Segmentation Based on Multiple Template Deformation....Pages 55-62
Measuring Cortical Neurite-Dispersion and Perfusion in Preterm-Born Adolescents Using Multi-modal MRI....Pages 63-71
Interactive Whole-Heart Segmentation in Congenital Heart Disease....Pages 72-79
Automatic 3D US Brain Ventricle Segmentation in Pre-Term Neonates Using Multi-phase Geodesic Level-Sets with Shape Prior....Pages 80-88
Multiple Surface Segmentation Using Truncated Convex Priors....Pages 89-96
Statistical Power in Image Segmentation: Relating Sample Size to Reference Standard Quality....Pages 97-104
Joint Learning of Image Regressor and Classifier for Deformable Segmentation of CT Pelvic Organs....Pages 105-113
Corpus Callosum Segmentation in MS Studies Using Normal Atlases and Optimal Hybridization of Extrinsic and Intrinsic Image Cues....Pages 114-122
Brain Tissue Segmentation Based on Diffusion MRI Using ℓ0 Sparse-Group Representation Classification....Pages 123-131
A Latent Source Model for Patch-Based Image Segmentation....Pages 132-139
Filling Large Discontinuities in 3D Vascular Networks Using Skeleton- and Intensity-Based Information....Pages 140-148
A Continuous Flow-Maximisation Approach to Connectivity-Driven Cortical Parcellation....Pages 149-156
Front Matter....Pages 157-164
A 3D Fractal-Based Approach towards Understanding Changes in the Infarcted Heart Microvasculature....Pages 165-172
Segmenting the Uterus in Monocular Laparoscopic Images without Manual Input....Pages 1-1
Progressive Label Fusion Framework for Multi-atlas Segmentation by Dictionary Evolution....Pages 173-180
Multi-atlas Based Segmentation Editing with Interaction-Guided Constraints....Pages 181-189
Front Matter....Pages 190-197
Improving Convenience and Reliability of 5-ALA-Induced Fluorescent Imaging for Brain Tumor Surgery....Pages 198-206
Analysis of High-throughput Microscopy Videos: Catching Up with Cell Dynamics....Pages 207-207
Neutrophils Identification by Deep Learning and Voronoi Diagram of Clusters....Pages 209-217
U-Net: Convolutional Networks for Biomedical Image Segmentation....Pages 218-225
Co-restoring Multimodal Microscopy Images....Pages 226-233
A 3D Primary Vessel Reconstruction Framework with Serial Microscopy Images....Pages 234-241
Adaptive Co-occurrence Differential Texton Space for HEp-2 Cells Classification....Pages 242-250
Learning to Segment: Training Hierarchical Segmentation under a Topological Loss....Pages 251-259
You Should Use Regression to Detect Cells....Pages 260-267
A Hybrid Approach for Segmentation and Tracking of Myxococcus Xanthus Swarms....Pages 268-275
Fast Background Removal in 3D Fluorescence Microscopy Images Using One-Class Learning....Pages 276-283
Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation....Pages 284-291
Multimodal Dictionary Learning and Joint Sparse Representation for HEp-2 Cell Classification....Pages 292-299
Cell Event Detection in Phase-Contrast Microscopy Sequences from Few Annotations....Pages 300-307
Robust Muscle Cell Quantification Using Structured Edge Detection and Hierarchical Segmentation....Pages 308-315
Fast Cell Segmentation Using Scalable Sparse Manifold Learning and Affine Transform-Approximated Active Contour....Pages 316-323
Front Matter....Pages 324-331
Restoring the Invisible Details in Differential Interference Contrast Microscopy Images....Pages 332-339
A Novel Cell Detection Method Using Deep Convolutional Neural Network and Maximum-Weight Independent Set....Pages 207-207
Beyond Classification: Structured Regression for Robust Cell Detection Using Convolutional Neural Network....Pages 340-348
Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image Analysis....Pages 349-357
Deep Voting: A Robust Approach Toward Nucleus Localization in Microscopy Images....Pages 358-365
Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders....Pages 366-373
Automatic in Vivo Cell Detection in MRI....Pages 374-382
Front Matter....Pages 383-390
Automatic Vessel Segmentation from Pulsatile Radial Distension....Pages 391-399
A Sparse Bayesian Learning Algorithm for Longitudinal Image Data....Pages 401-401
Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition....Pages 403-410
Liver Motion Estimation via Locally Adaptive Over-Segmentation Regularization....Pages 411-418
Motion Estimation of Common Carotid Artery Wall Using a H ∞  Filter Based Block Matching Method....Pages 419-426
Gated-tracking: Estimation of Respiratory Motion with Confidence....Pages 427-434
Solving Logistic Regression with Group Cardinality Constraints for Time Series Analysis....Pages 435-442
Spatiotemporal Parsing of Motor Kinematics for Assessing Stroke Recovery....Pages 443-450
Longitudinal Analysis of Pre-term Neonatal Brain Ventricle in Ultrasound Images Based on Convex Optimization....Pages 451-458
Multi-GPU Reconstruction of Dynamic Compressed Sensing MRI....Pages 459-466
Prospective Identification of CRT Super Responders Using a Motion Atlas and Random Projection Ensemble Learning....Pages 467-475
Motion Compensated Abdominal Diffusion Weighted MRI by Simultaneous Image Registration and Model Estimation (SIR-ME)....Pages 476-483
Front Matter....Pages 484-492
Fast Reconstruction of Accelerated Dynamic MRI Using Manifold Kernel Regression....Pages 493-500
Predictive Modeling of Anatomy with Genetic and Clinical Data....Pages 501-509
Joint Diagnosis and Conversion Time Prediction of Progressive Mild Cognitive Impairment (pMCI) Using Low-Rank Subspace Clustering and Matrix Completion....Pages 401-401
Learning with Heterogeneous Data for Longitudinal Studies....Pages 510-518
Graph-Based Motion-Driven Segmentation of the Carotid Atherosclerotique Plaque in 2D Ultrasound Sequences....Pages 519-526
Front Matter....Pages 527-534
NEOCIVET: Extraction of Cortical Surface and Analysis of Neonatal Gyrification Using a Modified CIVET Pipeline....Pages 535-542
Learning-Based Shape Model Matching: Training Accurate Models with Minimal Manual Input....Pages 543-550
Scale and Curvature Invariant Ridge Detector for Tortuous and Fragmented Structures....Pages 551-559
Boosting Hand-Crafted Features for Curvilinear Structure Segmentation by Learning Context Filters....Pages 560-568
Kernel-Based Analysis of Functional Brain Connectivity on Grassmann Manifold....Pages 569-569
Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable Features....Pages 571-579
A Statistical Model for Smooth Shapes in Kendall Shape Space....Pages 580-587
A Cross Saliency Approach to Asymmetry-Based Tumor Detection....Pages 588-595
Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum....Pages 596-603
Unregistered Multiview Mammogram Analysis with Pre-trained Deep Learning Models....Pages 604-611
Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest Model....Pages 612-619
Automatic Feature Learning for Glaucoma Detection Based on Deep Learning....Pages 620-627
Front Matter....Pages 628-635
Fast Automatic Vertebrae Detection and Localization in Pathological CT Scans - A Deep Learning Approach....Pages 636-643
Dempster-Shafer Theory Based Feature Selection with Sparse Constraint for Outcome Prediction in Cancer Therapy....Pages 644-651
Disjunctive Normal Shape and Appearance Priors with Applications to Image Segmentation....Pages 652-660
Non-local Atlas-guided Multi-channel Forest Learning for Human Brain Labeling....Pages 661-668
Model Criticism for Regression on the Grassmannian....Pages 669-677
Structural Edge Detection for Cardiovascular Modeling....Pages 569-569
Sample Size Estimation for Outlier Detection....Pages 678-686
Multi-scale Heat Kernel Based Volumetric Morphology Signature....Pages 687-694
Structural Brain Mapping....Pages 695-702
Back Matter....Pages 703-710
....Pages 711-718