Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014: 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II

Front Matter....Pages -
Real-Time Sensitivity Analysis of Blood Flow Simulations to Lumen Segmentation Uncertainty....Pages 1-8
Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data....Pages 9-16
Advanced Transcatheter Aortic Valve Implantation (TAVI) Planning from CT with ShapeForest....Pages 17-24
Tumor Growth Prediction with Hyperelastic Biomechanical Model, Physiological Data Fusion, and Nonlinear Optimization....Pages 25-32
Atlas-Based Transfer of Boundary Conditions for Biomechanical Simulation....Pages 33-40
A Biophysical Model of Shape Changes due to Atrophy in the Brain with Alzheimer’s Disease....Pages 41-48
Patient-Specific Simulation of Implant Placement and Function for Cochlear Implantation Surgery Planning....Pages 49-56
A Computer-Based Simulation of Obstetric Forceps Placement....Pages 57-64
Real-Time Muscle Deformation via Decoupled Modeling of Solid and Muscle Fiber Mechanics....Pages 65-72
Estimating Anatomically-Correct Reference Model for Craniomaxillofacial Deformity via Sparse Representation....Pages 73-80
Introducing Interactive Inverse FEM Simulation and Its Application for Adaptive Radiotherapy....Pages 81-88
TGIF: Topological Gap In-Fill for Vascular Networks....Pages 89-96
Longitudinal Alignment of Disease Progression in Fibrosing Interstitial Lung Disease....Pages 97-104
Time-Warped Geodesic Regression....Pages 105-112
A Matching Model Based on Earth Mover’s Distance for Tracking Myxococcus Xanthus ....Pages 113-120
Splines for Diffeomorphic Image Regression....Pages 121-129
Motion Artefact Correction in Retinal Optical Coherence Tomography Using Local Symmetry....Pages 130-137
Estimating Dynamic Lung Images from High-Dimension Chest Surface Motion Using 4D Statistical Model....Pages 138-145
Determining Functional Units of Tongue Motion via Graph-Regularized Sparse Non-negative Matrix Factorization....Pages 146-153
Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures....Pages 154-161
Multi-modality Canonical Feature Selection for Alzheimer’s Disease Diagnosis....Pages 162-169
Multivariate Hippocampal Subfield Analysis of Local MRI Intensity and Volume: Application to Temporal Lobe Epilepsy....Pages 170-178
Automatic Polyp Detection Using Global Geometric Constraints and Local Intensity Variation Patterns....Pages 179-187
A Method for Predicting the Outcomes of Combined Pharmacologic and Deep Brain Stimulation Therapy for Parkinson’s Disease....Pages 188-195
Large Margin Aggregation of Local Estimates for Medical Image Classification....Pages 196-203
Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection....Pages 204-211
Maximum-Margin Based Representation Learning from Multiple Atlases for Alzheimer’s Disease Classification....Pages 212-219
Fully Automatic Bone Age Estimation from Left Hand MR Images....Pages 220-227
Empowering Multiple Instance Histopathology Cancer Diagnosis by Cell Graphs....Pages 228-235
The Empirical Variance Estimator for Computer Aided Diagnosis: Lessons for Algorithm Validation....Pages 236-243
Colon Flattening by Landmark-Driven Optimal Quasiconformal Mapping....Pages 244-251
Efficient Total Variation Algorithm for Fetal Brain MRI Reconstruction....Pages 252-259
Predicting Fetal Neurodevelopmental Age from Ultrasound Images....Pages 260-267
Multi-modal Measurement of the Myelin-to-Axon Diameter g-ratio in Preterm-born Neonates and Adult Controls....Pages 268-275
Longitudinal Measurement of the Developing Thalamus in the Preterm Brain Using Multi-modal MRI....Pages 276-283
Motion Corrected 3D Reconstruction of the Fetal Thorax from Prenatal MRI....Pages 284-291
Construction of a Deformable Spatiotemporal MRI Atlas of the Fetal Brain: Evaluation of Similarity Metrics and Deformation Models....Pages 292-299
Detection of Corpus Callosum Malformations in Pediatric Population Using the Discriminative Direction in Multiple Kernel Learning....Pages 300-307
Segmenting Hippocampus from Infant Brains by Sparse Patch Matching with Deep-Learned Features....Pages 308-315
Online Scene Association for Endoscopic Navigation....Pages 316-323
Efficient Multi-organ Segmentation in Multi-view Endoscopic Videos Using Pre-operative Priors....Pages 324-331
Multi-view Stereo and Advanced Navigation for Transanal Endoscopic Microsurgery....Pages 332-339
Enhanced Differential Evolution to Combine Optical Mouse Sensor with Image Structural Patches for Robust Endoscopic Navigation....Pages 340-348
Crowdsourcing for Reference Correspondence Generation in Endoscopic Images....Pages 349-356
Augmented Reality Assisted Laparoscopic Partial Nephrectomy....Pages 357-364
Probe Localization for Freehand 3D Ultrasound by Tracking Skin Features....Pages 365-372
A Quadratic Energy Minimization Framework for Signal Loss Estimation from Arbitrarily Sampled Ultrasound Data....Pages 373-380
Real-Time 3D Curved Needle Segmentation Using Combined B-Mode and Power Doppler Ultrasound....Pages 381-388
A New Sensor Technology for 2D Ultrasound-Guided Needle Tracking....Pages 389-396
Active Echo: A New Paradigm for Ultrasound Calibration....Pages 397-404
Transport on Riemannian Manifold for Functional Connectivity-Based Classification....Pages 405-412
Spatially Varying Registration Using Gaussian Processes....Pages 413-420
Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks....Pages 421-428
Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos....Pages 429-437
Can Masses of Non-Experts Train Highly Accurate Image Classifiers?....Pages 438-445
Supervised Block Sparse Dictionary Learning for Simultaneous Clustering and Classification in Computational Anatomy....Pages 446-453
Do We Need Annotation Experts? A Case Study in Celiac Disease Classification....Pages 454-461
Modeling the Variability in Brain Morphology and Lesion Distribution in Multiple Sclerosis by Deep Learning....Pages 462-469
Randomized Denoising Autoencoders for Smaller and Efficient Imaging Based AD Clinical Trials....Pages 470-478
Mining Histopathological Images via Composite Hashing and Online Learning....Pages 479-486
Automated Medical Image Modality Recognition by Fusion of Visual and Text Information....Pages 487-495
Laplacian Forests: Semantic Image Segmentation by Guided Bagging....Pages 496-504
Extracting Vascular Networks under Physiological Constraints via Integer Programming....Pages 505-512
Construction of a Coronary Artery Atlas from CT Angiography....Pages 513-520
CTA Coronary Labeling through Efficient Geodesics between Trees Using Anatomy Priors....Pages 521-528
Variational Bayesian Electrophysiological Imaging of Myocardial Infarction....Pages 529-537
Hierarchical Multiple-Model Bayesian Approach to Transmural Electrophysiological Imaging....Pages 538-545
Rapid D-Affine Biventricular Cardiac Function with Polar Prediction....Pages 546-553
Myocardial Infarct Segmentation and Reconstruction from 2D Late-Gadolinium Enhanced Magnetic Resonance Images....Pages 554-561
Structured Dictionaries for Ischemia Estimation in Cardiac BOLD MRI at Rest....Pages 562-569
Fully Automatic Catheter Localization in C-Arm Images Using ℓ1-Sparse Coding....Pages 570-577
3D+time Left Ventricular Strain by Unwrapping Harmonic Phase with Graph Cuts....Pages 578-585
Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests....Pages 586-593
Model-Guided Extraction of Coronary Vessel Structures in 2D X-Ray Angiograms....Pages 594-602
Crossing-Preserving Multi-scale Vesselness....Pages 603-610
3D Velocity Field and Flow Profile Reconstruction from Arbitrarily Sampled Doppler Ultrasound Data....Pages 611-618
Reconstruction of Coronary Trees from 3DRA Using a 3D+t Statistical Cardiac Prior....Pages 619-626
Full-Wave Intravascular Ultrasound Simulation from Histology....Pages 627-634
6DoF Catheter Detection, Application to Intracardiac Echocardiography....Pages 635-642
Computer Assisted Planning and Navigation of Periacetabular Osteotomy with Range of Motion Optimization....Pages 643-650
SEEG Trajectory Planning: Combining Stability, Structure and Scale in Vessel Extraction....Pages 651-658
 Desired-View Controlled Positioning of Angiographic C-arms....Pages 659-666
Practical Intraoperative Stereo Camera Calibration....Pages 667-675
Automatic Labelling of Tumourous Frames in Free-Hand Laparoscopic Ultrasound Video....Pages 676-683
Needle Guidance Using Handheld Stereo Vision and Projection for Ultrasound-Based Interventions....Pages 684-691
Fast Part-Based Classification for Instrument Detection in Minimally Invasive Surgery....Pages 692-699
Pericardium Based Model Fusion of CT and Non-contrasted C-arm CT for Visual Guidance in Cardiac Interventions....Pages 700-707
Group-Wise Functional Community Detection through Joint Laplacian Diagonalization....Pages 708-715
Group-Wise Optimization of Common Brain Landmarks with Joint Structural and Functional Regulations....Pages 716-723
Brain Connectivity Hyper-Network for MCI Classification....Pages 724-732
Evaluating Structural Symmetry of Weighted Brain Networks via Graph Matching....Pages 733-740
Principal Component Regression Predicts Functional Responses across Individuals....Pages 741-748
Maximum Entropy Estimation of Glutamate and Glutamine in MR Spectroscopic Imaging....Pages 749-756
Identifying Genetic Associations with MRI-derived Measures via Tree-Guided Sparse Learning....Pages 757-764
iPGA: Incremental Principal Geodesic Analysis with Applications to Movement Disorder Classification....Pages 765-772
Segmentation of Cerebrovascular Pathologies in Stroke Patients with Spatial and Shape Priors....Pages 773-780
A Modality-Agnostic Patch-Based Technique for Lesion Filling in Multiple Sclerosis....Pages 781-788
A Unified Kernel Regression for Diffusion Wavelets on Manifolds Detects Aging-Related Changes in the Amygdala and Hippocampus....Pages 789-796
Spatial Modeling of Multiple Sclerosis for Disease Subtype Prediction....Pages 797-804
Mapping Brains on Grids of Features for Schizophrenia Analysis....Pages 805-812
Back Matter....Pages -