Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I

Front Matter....Pages I-XLIV
Ordinal Patterns for Connectivity Networks in Brain Disease Diagnosis....Pages 1-9
Discovering Cortical Folding Patterns in Neonatal Cortical Surfaces Using Large-Scale Dataset....Pages 10-18
Modeling Functional Dynamics of Cortical Gyri and Sulci....Pages 19-27
A Multi-stage Sparse Coding Framework to Explore the Effects of Prenatal Alcohol Exposure....Pages 28-36
Correlation-Weighted Sparse Group Representation for Brain Network Construction in MCI Classification....Pages 37-45
Temporal Concatenated Sparse Coding of Resting State fMRI Data Reveal Network Interaction Changes in mTBI....Pages 46-54
Exploring Brain Networks via Structured Sparse Representation of fMRI Data....Pages 55-62
Discover Mouse Gene Coexpression Landscape Using Dictionary Learning and Sparse Coding....Pages 63-71
Integrative Analysis of Cellular Morphometric Context Reveals Clinically Relevant Signatures in Lower Grade Glioma....Pages 72-80
Mapping Lifetime Brain Volumetry with Covariate-Adjusted Restricted Cubic Spline Regression from Cross-Sectional Multi-site MRI....Pages 81-88
Extracting the Core Structural Connectivity Network: Guaranteeing Network Connectedness Through a Graph-Theoretical Approach....Pages 89-96
Fiber Orientation Estimation Using Nonlocal and Local Information....Pages 97-105
Reveal Consistent Spatial-Temporal Patterns from Dynamic Functional Connectivity for Autism Spectrum Disorder Identification....Pages 106-114
Boundary Mapping Through Manifold Learning for Connectivity-Based Cortical Parcellation....Pages 115-122
Species Preserved and Exclusive Structural Connections Revealed by Sparse CCA....Pages 123-131
Modularity Reinforcement for Improving Brain Subnetwork Extraction....Pages 132-139
Effective Brain Connectivity Through a Constrained Autoregressive Model....Pages 140-147
GraMPa: Graph-Based Multi-modal Parcellation of the Cortex Using Fusion Moves....Pages 148-156
A Continuous Model of Cortical Connectivity....Pages 157-165
Label-Informed Non-negative Matrix Factorization with Manifold Regularization for Discriminative Subnetwork Detection....Pages 166-174
Predictive Subnetwork Extraction with Structural Priors for Infant Connectomes....Pages 175-183
Hierarchical Clustering of Tractography Streamlines Based on Anatomical Similarity....Pages 184-191
Unsupervised Identification of Clinically Relevant Clusters in Routine Imaging Data....Pages 192-200
Probabilistic Tractography for Topographically Organized Connectomes....Pages 201-209
A Hybrid Multishape Learning Framework for Longitudinal Prediction of Cortical Surfaces and Fiber Tracts Using Neonatal Data....Pages 210-218
Learning-Based Topological Correction for Infant Cortical Surfaces....Pages 219-227
Riemannian Metric Optimization for Connectivity-Driven Surface Mapping....Pages 228-236
Riemannian Statistical Analysis of Cortical Geometry with Robustness to Partial Homology and Misalignment....Pages 237-246
Modeling Fetal Cortical Expansion Using Graph-Regularized Gompertz Models....Pages 247-254
Longitudinal Analysis of the Preterm Cortex Using Multi-modal Spectral Matching....Pages 255-263
Early Diagnosis of Alzheimer’s Disease by Joint Feature Selection and Classification on Temporally Structured Support Vector Machine....Pages 264-272
Prediction of Memory Impairment with MRI Data: A Longitudinal Study of Alzheimer’s Disease....Pages 273-281
Joint Data Harmonization and Group Cardinality Constrained Classification....Pages 282-290
Progressive Graph-Based Transductive Learning for Multi-modal Classification of Brain Disorder Disease....Pages 291-299
Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes....Pages 300-307
Diagnosis of Alzheimer’s Disease Using View-Aligned Hypergraph Learning with Incomplete Multi-modality Data....Pages 308-316
New Multi-task Learning Model to Predict Alzheimer’s Disease Cognitive Assessment....Pages 317-325
Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer’s Disease in Mild Cognitive Impairment....Pages 326-334
Large-Scale Collaborative Imaging Genetics Studies of Risk Genetic Factors for Alzheimer’s Disease Across Multiple Institutions....Pages 335-343
Structured Sparse Low-Rank Regression Model for Brain-Wide and Genome-Wide Associations....Pages 344-352
3D Ultrasonic Needle Tracking with a 1.5D Transducer Array for Guidance of Fetal Interventions....Pages 353-361
Enhancement of Needle Tip and Shaft from 2D Ultrasound Using Signal Transmission Maps....Pages 362-369
Plane Assist: The Influence of Haptics on Ultrasound-Based Needle Guidance....Pages 370-377
A Surgical Guidance System for Big-Bubble Deep Anterior Lamellar Keratoplasty....Pages 378-385
Real-Time 3D Tracking of Articulated Tools for Robotic Surgery....Pages 386-394
Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion Using an Image-Based Co-registration Method....Pages 395-403
Robust, Real-Time, Dense and Deformable 3D Organ Tracking in Laparoscopic Videos....Pages 404-412
Structure-Aware Rank-1 Tensor Approximation for Curvilinear Structure Tracking Using Learned Hierarchical Features....Pages 413-421
Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation....Pages 422-430
Integrated Dynamic Shape Tracking and RF Speckle Tracking for Cardiac Motion Analysis....Pages 431-438
The Endoscopogram: A 3D Model Reconstructed from Endoscopic Video Frames....Pages 439-447
Robust Image Descriptors for Real-Time Inter-Examination Retargeting in Gastrointestinal Endoscopy....Pages 448-456
Kalman Filter Based Data Fusion for Needle Deflection Estimation Using Optical-EM Sensor....Pages 457-464
Bone Enhancement in Ultrasound Based on 3D Local Spectrum Variation for Percutaneous Scaphoid Fracture Fixation....Pages 465-473
Bioelectric Navigation: A New Paradigm for Intravascular Device Guidance....Pages 474-481
Process Monitoring in the Intensive Care Unit: Assessing Patient Mobility Through Activity Analysis with a Non-Invasive Mobility Sensor....Pages 482-490
Patient MoCap: Human Pose Estimation Under Blanket Occlusion for Hospital Monitoring Applications....Pages 491-499
Numerical Simulation of Cochlear-Implant Surgery: Towards Patient-Specific Planning....Pages 500-507
Meaningful Assessment of Surgical Expertise: Semantic Labeling with Data and Crowds....Pages 508-515
2D-3D Registration Accuracy Estimation for Optimised Planning of Image-Guided Pancreatobiliary Interventions....Pages 516-524
Registration-Free Simultaneous Catheter and Environment Modelling....Pages 525-533
Pareto Front vs. Weighted Sum for Automatic Trajectory Planning of Deep Brain Stimulation....Pages 534-541
Efficient Anatomy Driven Automated Multiple Trajectory Planning for Intracranial Electrode Implantation....Pages 542-550
Recognizing Surgical Activities with Recurrent Neural Networks....Pages 551-558
Two-Stage Simulation Method to Improve Facial Soft Tissue Prediction Accuracy for Orthognathic Surgery....Pages 559-567
Hand-Held Sound-Speed Imaging Based on Ultrasound Reflector Delineation....Pages 568-576
Ultrasound Tomosynthesis: A New Paradigm for Quantitative Imaging of the Prostate....Pages 577-584
Photoacoustic Imaging Paradigm Shift: Towards Using Vendor-Independent Ultrasound Scanners....Pages 585-592
4D Reconstruction of Fetal Heart Ultrasound Images in Presence of Fetal Motion....Pages 593-601
Towards Reliable Automatic Characterization of Neonatal Hip Dysplasia from 3D Ultrasound Images....Pages 602-609
Image-Based Computer-Aided Diagnostic System for Early Diagnosis of Prostate Cancer....Pages 610-618
Multidimensional Texture Analysis for Improved Prediction of Ultrasound Liver Tumor Response to Chemotherapy Treatment....Pages 619-626
Classification of Prostate Cancer Grades and T-Stages Based on Tissue Elasticity Using Medical Image Analysis....Pages 627-635
Automatic Determination of Hormone Receptor Status in Breast Cancer Using Thermography....Pages 636-643
Prostate Cancer: Improved Tissue Characterization by Temporal Modeling of Radio-Frequency Ultrasound Echo Data....Pages 644-652
Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy....Pages 653-661
Characterization of Lung Nodule Malignancy Using Hybrid Shape and Appearance Features....Pages 662-670
Back Matter....Pages 671-681