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

Front Matter....Pages I-XXIV
Learning-Based Multimodal Image Registration for Prostate Cancer Radiation Therapy....Pages 1-9
A Deep Metric for Multimodal Registration....Pages 10-18
Learning Optimization Updates for Multimodal Registration....Pages 19-27
Memory Efficient LDDMM for Lung CT....Pages 28-36
Inertial Demons: A Momentum-Based Diffeomorphic Registration Framework....Pages 37-45
Diffeomorphic Density Registration in Thoracic Computed Tomography....Pages 46-53
Temporal Registration in In-Utero Volumetric MRI Time Series....Pages 54-62
Probabilistic Atlas of the Human Hippocampus Combining Ex Vivo MRI and Histology....Pages 63-71
Deformation Estimation with Automatic Sliding Boundary Computation....Pages 72-80
Bilateral Weighted Adaptive Local Similarity Measure for Registration in Neurosurgery....Pages 81-88
Model-Based Regularisation for Respiratory Motion Estimation with Sparse Features in Image-Guided Interventions....Pages 89-97
Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach....Pages 98-106
Accuracy Estimation for Medical Image Registration Using Regression Forests....Pages 107-115
Embedding Segmented Volume in Finite Element Mesh with Topology Preservation....Pages 116-123
Deformable 3D-2D Registration of Known Components for Image Guidance in Spine Surgery....Pages 124-132
Anatomically Constrained Video-CT Registration via the V-IMLOP Algorithm....Pages 133-141
A Multi-resolution T-Mixture Model Approach to Robust Group-Wise Alignment of Shapes....Pages 142-149
Quantifying Shape Deformations by Variation of Geometric Spectrum....Pages 150-157
Myocardial Segmentation of Contrast Echocardiograms Using Random Forests Guided by Shape Model....Pages 158-165
Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations....Pages 166-173
A Multiscale Cardiac Model for Fast Personalisation and Exploitation....Pages 174-182
Transfer Shape Modeling Towards High-Throughput Microscopy Image Segmentation....Pages 183-190
Hierarchical Generative Modeling and Monte-Carlo EM in Riemannian Shape Space for Hypothesis Testing....Pages 191-200
Direct Estimation of Wall Shear Stress from Aneurysmal Morphology: A Statistical Approach....Pages 201-209
Multi-task Shape Regression for Medical Image Segmentation....Pages 210-218
Soft Multi-organ Shape Models via Generalized PCA: A General Framework....Pages 219-228
An Artificial Agent for Anatomical Landmark Detection in Medical Images....Pages 229-237
Identifying Patients at Risk for Aortic Stenosis Through Learning from Multimodal Data....Pages 238-245
Multi-input Cardiac Image Super-Resolution Using Convolutional Neural Networks....Pages 246-254
GPNLPerf: Robust 4d Non-rigid Motion Correction for Myocardial Perfusion Analysis....Pages 255-263
Recognizing End-Diastole and End-Systole Frames via Deep Temporal Regression Network....Pages 264-272
Basal Slice Detection Using Long-Axis Segmentation for Cardiac Analysis....Pages 273-281
Spatially-Adaptive Multi-scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models....Pages 282-290
Reconstruction of Coronary Artery Centrelines from X-Ray Angiography Using a Mixture of Student’s t-Distributions....Pages 291-299
Barycentric Subspace Analysis: A New Symmetric Group-Wise Paradigm for Cardiac Motion Tracking....Pages 300-307
Extraction of Coronary Vessels in Fluoroscopic X-Ray Sequences Using Vessel Correspondence Optimization....Pages 308-316
Coronary Centerline Extraction via Optimal Flow Paths and CNN Path Pruning....Pages 317-325
Vascular Registration in Photoacoustic Imaging by Low-Rank Alignment via Foreground, Background and Complement Decomposition....Pages 326-334
From Real MRA to Virtual MRA: Towards an Open-Source Framework....Pages 335-343
Improved Diagnosis of Systemic Sclerosis Using Nailfold Capillary Flow....Pages 344-352
Tensor-Based Graph-Cut in Riemannian Metric Space and Its Application to Renal Artery Segmentation....Pages 353-361
Automatic, Robust, and Globally Optimal Segmentation of Tubular Structures....Pages 362-370
Dense Volume-to-Volume Vascular Boundary Detection....Pages 371-379
HALE: Healthy Area of Lumen Estimation for Vessel Stenosis Quantification....Pages 380-387
3D Near Infrared and Ultrasound Imaging of Peripheral Blood Vessels for Real-Time Localization and Needle Guidance....Pages 388-396
The Minimum Cost Connected Subgraph Problem in Medical Image Analysis....Pages 397-405
ASL-incorporated Pharmacokinetic Modelling of PET Data With Reduced Acquisition Time: Application to Amyloid Imaging....Pages 406-413
Probe-Based Rapid Hybrid Hyperspectral and Tissue Surface Imaging Aided by Fully Convolutional Networks....Pages 414-422
Efficient Low-Dose CT Denoising by Locally-Consistent Non-Local Means (LC-NLM)....Pages 423-431
Deep Learning Computed Tomography....Pages 432-440
Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-Rank Tensor Recovery....Pages 441-449
3D Imaging from Video and Planar Radiography....Pages 450-457
Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images....Pages 458-466
Vessel Orientation Constrained Quantitative Susceptibility Mapping (QSM) Reconstruction....Pages 467-474
Spatial-Angular Sparse Coding for HARDI....Pages 475-483
Compressed Sensing Dynamic MRI Reconstruction Using GPU-accelerated 3D Convolutional Sparse Coding....Pages 484-492
Dynamic Volume Reconstruction from Multi-slice Abdominal MRI Using Manifold Alignment....Pages 493-501
Fast and Accurate Multi-tissue Deconvolution Using SHORE and H-psd Tensors....Pages 502-510
Optimisation of Arterial Spin Labelling Using Bayesian Experimental Design....Pages 511-518
4D Phase-Contrast Magnetic Resonance CardioAngiography (4D PC-MRCA) Creation from 4D Flow MRI....Pages 519-526
Correction of Fat-Water Swaps in Dixon MRI....Pages 527-535
Motion-Robust Reconstruction Based on Simultaneous Multi-slice Registration for Diffusion-Weighted MRI of Moving Subjects....Pages 536-543
Self Super-Resolution for Magnetic Resonance Images....Pages 544-552
Tight Graph Framelets for Sparse Diffusion MRI q-Space Representation....Pages 553-560
Simultaneous Parameter Mapping, Modality Synthesis, and Anatomical Labeling of the Brain with MR Fingerprinting....Pages 561-569
XQ-NLM: Denoising Diffusion MRI Data via x-q Space Non-local Patch Matching....Pages 570-578
Spatially Adaptive Spectral Denoising for MR Spectroscopic Imaging using Frequency-Phase Non-local Means....Pages 579-586
Beyond the Resolution Limit: Diffusion Parameter Estimation in Partial Volume....Pages 587-595
A Promising Non-invasive CAD System for Kidney Function Assessment....Pages 596-604
Comprehensive Maximum Likelihood Estimation of Diffusion Compartment Models Towards Reliable Mapping of Brain Microstructure....Pages 605-612
Back Matter....Pages 613-621
....Pages 622-630