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

Front Matter....Pages -
Front Matter....Pages 1-1
Computer-Aided Detection and Quantification of Intracranial Aneurysms....Pages 3-10
Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso....Pages 11-19
Detection of Glands and Villi by Collaboration of Domain Knowledge and Deep Learning....Pages 20-27
Minimum S-Excess Graph for Segmenting and Tracking Multiple Borders with HMM....Pages 28-35
Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming....Pages 36-43
Automatic Dual-View Mass Detection in Full-Field Digital Mammograms....Pages 44-52
Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection....Pages 53-61
Computer-Aided Pulmonary Embolism Detection Using a Novel Vessel-Aligned Multi-planar Image Representation and Convolutional Neural Networks....Pages 62-69
Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks....Pages 70-77
MCI Identification by Joint Learning on Multiple MRI Data....Pages 78-85
Medical Image Retrieval Using Multi-graph Learning for MCI Diagnostic Assistance....Pages 86-93
Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images....Pages 94-102
HoTPiG: A Novel Geometrical Feature for Vessel Morphometry and Its Application to Cerebral Aneurysm Detection....Pages 103-110
Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough Forests and Learned Data Representations....Pages 111-118
Improved Parkinson’s Disease Classification from Diffusion MRI Data by Fisher Vector Descriptors....Pages 119-126
Automated Shape and Texture Analysis for Detection of Osteoarthritis from Radiographs of the Knee....Pages 127-134
Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases....Pages 135-143
Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM....Pages 144-151
Automatic Graph-Based Localization of Cochlear Implant Electrodes in CT....Pages 152-159
Towards Non-invasive Image-Based Early Diagnosis of Autism....Pages 160-168
Front Matter....Pages 1-1
Identifying Connectome Module Patterns via New Balanced Multi-graph Normalized Cut....Pages 169-176
Semantic 3-D Labeling of Ear Implants Using a Global Parametric Transition Prior....Pages 177-184
Learning the Correlation Between Images and Disease Labels Using Ambiguous Learning....Pages 185-193
Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters....Pages 194-201
Front Matter....Pages 203-203
Dictionary Learning Based Image Descriptor for Myocardial Registration of CP-BOLD MR....Pages 205-213
Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis....Pages 214-221
Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration....Pages 222-229
Topography-Based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation....Pages 230-237
A Liver Atlas Using the Special Euclidean Group....Pages 238-245
Multi-scale and Multimodal Fusion of Tract-Tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains....Pages 246-254
Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases....Pages 255-262
Mid-Space-Independent Symmetric Data Term for Pairwise Deformable Image Registration....Pages 263-271
A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy....Pages 272-279
Unsupervised Free-View Groupwise Segmentation for M3 Cardiac Images Using Synchronized Spectral Network....Pages 280-288
Uncertainty Quantification for LDDMM Using a Low-Rank Hessian Approximation....Pages 289-296
A Stochastic Quasi-Newton Method for Non-Rigid Image Registration....Pages 297-304
Locally Orderless Registration for Diffusion Weighted Images....Pages 305-312
Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion....Pages 313-320
Crossing-Lines Registration for Direct Electromagnetic Navigation....Pages 321-328
A Robust Outlier Elimination Approach for Multimodal Retina Image Registration....Pages 329-337
Front Matter....Pages 203-203
Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence Fields....Pages 338-345
Combining Transversal and Longitudinal Registration in IVUS Studies....Pages 346-353
Interpolation and Averaging of Multi-Compartment Model Images....Pages 354-362
Structured Decision Forests for Multi-modal Ultrasound Image Registration....Pages 363-371
A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases....Pages 372-379
Distance Networks for Morphological Profiling and Characterization of DICCCOL Landmarks....Pages 380-387
Which Metrics Should Be Used in Non-linear Registration Evaluation?....Pages 388-395
Front Matter....Pages 397-397
Illustrative Visualization of Vascular Models for Static 2D Representations....Pages 399-406
Perfusion Paths: Inference of Voxelwise Blood Flow Trajectories in CT Perfusion....Pages 407-414
Automatic Prostate Brachytherapy Preplanning Using Joint Sparse Analysis....Pages 415-423
Bayesian Personalization of Brain Tumor Growth Model....Pages 424-432
Learning Patient-Specific Lumped Models for Interactive Coronary Blood Flow Simulations....Pages 433-441
Vito – A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling....Pages 442-449
Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation....Pages 450-458
Computational Sonography....Pages 459-466
Hierarchical Shape Distributions for Automatic Identification of 3D Diastolic Vortex Rings from 4D Flow MRI....Pages 467-475
Robust CT Synthesis for Radiotherapy Planning: Application to the Head and Neck Region....Pages 476-484
Mean Aneurysm Flow Amplitude Ratio Comparison between DSA and CFD....Pages 485-492
Application of L0-Norm Regularization to Epicardial Potential Reconstruction....Pages 493-500
MRI-Based Lesion Profiling of Epileptogenic Cortical Malformations....Pages 501-509
Front Matter....Pages 397-397
Patient-specific 3D Ultrasound Simulation Based on Convolutional Ray-tracing and Appearance Optimization....Pages 510-518
Robust Transmural Electrophysiological Imaging: Integrating Sparse and Dynamic Physiological Models into ECG-Based Inference....Pages 519-527
Estimating Biophysical Parameters from BOLD Signals through Evolutionary-Based Optimization....Pages 528-535
Radiopositive Tissue Displacement Compensation for SPECT-guided Surgery....Pages 536-543
A Partial Domain Approach to Enable Aortic Flow Simulation Without Turbulent Modeling....Pages 544-551
Front Matter....Pages 553-553
Flexible Reconstruction and Correction of Unpredictable Motion from Stacks of 2D Images....Pages 555-562
Efficient Preconditioning in Joint Total Variation Regularized Parallel MRI Reconstruction....Pages 563-570
Accessible Digital Ophthalmoscopy Based on Liquid-Lens Technology....Pages 571-578
Estimate, Compensate, Iterate: Joint Motion Estimation and Compensation in 4-D Cardiac C-arm Computed Tomography....Pages 579-586
Robust Prediction of Clinical Deep Brain Stimulation Target Structures via the Estimation of Influential High-Field MR Atlases....Pages 587-594
RF Ultrasound Distribution-Based Confidence Maps....Pages 595-602
Prospective Prediction of Thin-Cap Fibroatheromas from Baseline Virtual Histology Intravascular Ultrasound Data....Pages 603-610
Cooperative Robotic Gamma Imaging: Enhancing US-guided Needle Biopsy....Pages 611-618
Bayesian Tomographic Reconstruction Using Riemannian MCMC....Pages 619-626
A Landmark-Based Approach for Robust Estimation of Exposure Index Values in Digital Radiography....Pages 627-634
Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization....Pages 635-642
Robust PET Motion Correction Using Non-local Spatio-temporal Priors....Pages 643-650
Subject-specific Models for the Analysis of Pathological FDG PET Data....Pages 651-658
Hierarchical Reconstruction of 7T-like Images from 3T MRI Using Multi-level CCA and Group Sparsity....Pages 659-666
Robust Spectral Denoising for Water-Fat Separation in Magnetic Resonance Imaging....Pages 667-674
Front Matter....Pages 553-553
Scale Factor Point Spread Function Matching: Beyond Aliasing in Image Resampling....Pages 675-683
Analytic Quantification of Bias and Variance of Coil Sensitivity Profile Estimators for Improved Image Reconstruction in MRI....Pages 684-691
Mobile C-arm 3D Reconstruction in the Presence of Uncertain Geometry....Pages 692-699
Fast Preconditioning for Accelerated Multi-contrast MRI Reconstruction....Pages 700-707
Back Matter....Pages -