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

Front Matter....Pages -
Front Matter....Pages 1-1
Automatic Segmentation of Renal Compartments in DCE-MRI Images....Pages 3-11
Harmonizing Diffusion MRI Data Across Multiple Sites and Scanners....Pages 12-19
Track Filtering via Iterative Correction of TDI Topology....Pages 20-27
Novel Single and Multiple Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes....Pages 28-36
q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI Scans....Pages 37-44
A Machine Learning Based Approach to Fiber Tractography Using Classifier Voting....Pages 45-52
Symmetric Wiener Processes for Probabilistic Tractography and Connectivity Estimation....Pages 53-60
An Iterated Complex Matrix Approach for Simulation and Analysis of Diffusion MRI Processes....Pages 61-68
Prediction of Motor Function in Very Preterm Infants Using Connectome Features and Local Synthetic Instances....Pages 69-76
Segmenting Kidney DCE-MRI Using 1st-Order Shape and 5th-Order Appearance Priors....Pages 77-84
Comparison of Stochastic and Variational Solutions to ASL fMRI Data Analysis....Pages 85-92
Prediction of CT Substitutes from MR Images Based on Local Sparse Correspondence Combination....Pages 93-100
Robust Automated White Matter Pathway Reconstruction for Large Studies....Pages 101-108
Exploiting the Phase in Diffusion MRI for Microstructure Recovery: Towards Axonal Tortuosity via Asymmetric Diffusion Processes....Pages 109-116
Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI....Pages 117-124
Classification of MRI under the Presence of Disease Heterogeneity using Multi-Task Learning: Application to Bipolar Disorder....Pages 125-132
Fiber Connection Pattern-Guided Structured Sparse Representation of Whole-Brain fMRI Signals for Functional Network Inference....Pages 133-141
Joint Estimation of Hemodynamic Response Function and Voxel Activation in Functional MRI Data....Pages 142-149
Quantifying Microstructure in Fiber Crossings with Diffusional Kurtosis....Pages 150-157
Which Manifold Should be Used for Group Comparison in Diffusion Tensor Imaging?....Pages 158-165
Front Matter....Pages 1-1
Convex Non-negative Spherical Factorization of Multi-Shell Diffusion-Weighted Images....Pages 166-173
Tensorial Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning....Pages 174-182
Diffusion Compartmentalization Using Response Function Groups with Cardinality Penalization....Pages 183-190
V–Bundles: Clustering Fiber Trajectories from Diffusion MRI in Linear Time....Pages 191-198
Assessment of Mean Apparent Propagator-Based Indices as Biomarkers of Axonal Remodeling after Stroke....Pages 199-206
Integrating Multimodal Priors in Predictive Models for the Functional Characterization of Alzheimer’s Disease....Pages 207-214
Simultaneous Denoising and Registration for Accurate Cardiac Diffusion Tensor Reconstruction from MRI....Pages 215-222
Iterative Subspace Screening for Rapid Sparse Estimation of Brain Tissue Microstructural Properties....Pages 223-230
Elucidating Intravoxel Geometry in Diffusion-MRI: Asymmetric Orientation Distribution Functions (AODFs) Revealed by a Cone Model....Pages 231-238
Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding....Pages 239-246
Front Matter....Pages 247-247
Autonomous Ultrasound-Guided Tissue Dissection....Pages 249-257
A Compact Retinal-Surgery Telemanipulator that Uses Disposable Instruments....Pages 258-265
Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery....Pages 266-273
Direct Calibration of a Laser Ablation System in the Projective Voltage Space....Pages 274-281
Surrogate-Driven Estimation of Respiratory Motion and Layers in X-Ray Fluoroscopy....Pages 282-289
Robust 5DOF Transesophageal Echo Probe Tracking at Fluoroscopic Frame Rates....Pages 290-297
Rigid Motion Compensation in Interventional C-arm CT Using Consistency Measure on Projection Data....Pages 298-306
Hough Forests for Real-Time, Automatic Device Localization in Fluoroscopic Images: Application to TAVR....Pages 307-314
Hybrid Utrasound and MRI Acquisitions for High-Speed Imaging of Respiratory Organ Motion....Pages 315-322
A Portable Intra-Operative Framework Applied to Distal Radius Fracture Surgery....Pages 323-330
Front Matter....Pages 247-247
Image Based Surgical Instrument Pose Estimation with Multi-class Labelling and Optical Flow....Pages 331-338
Adaption of 3D Models to 2D X-Ray Images during Endovascular Abdominal Aneurysm Repair....Pages 339-346
Projection-Based Phase Features for Localization of a Needle Tip in 2D Curvilinear Ultrasound....Pages 347-354
Inertial Measurement Unit for Radiation-Free Navigated Screw Placement in Slipped Capital Femoral Epiphysis Surgery....Pages 355-362
Pictorial Structures on RGB-D Images for Human Pose Estimation in the Operating Room....Pages 363-370
Interventional Photoacoustic Imaging of the Human Placenta with Ultrasonic Tracking for Minimally Invasive Fetal Surgeries....Pages 371-378
Automated Segmentation of Surgical Motion for Performance Analysis and Feedback....Pages 379-386
Vision-Based Intraoperative Cone-Beam CT Stitching for Non-overlapping Volumes....Pages 387-395
Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy....Pages 396-404
Tissue Surface Reconstruction Aided by Local Normal Information Using a Self-calibrated Endoscopic Structured Light System....Pages 405-412
Surgical Augmented Reality with Topological Changes....Pages 413-420
Towards an Efficient Computational Framework for Guiding Surgical Resection through Intra-operative Endo-microscopic Pathology....Pages 421-429
Automated Assessment of Surgical Skills Using Frequency Analysis....Pages 430-438
Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance....Pages 439-446
Motion-Aware Mosaicing for Confocal Laser Endomicroscopy....Pages 447-454
A Registration Approach to Endoscopic Laser Speckle Contrast Imaging for Intrauterine Visualisation of Placental Vessels....Pages 455-462
Marker-Less AR in the Hybrid Room Using Equipment Detection for Camera Relocalization....Pages 463-470
Hybrid Retargeting for High-Speed Targeted Optical Biopsies....Pages 471-479
Visual Force Feedback for Hand-Held Microsurgical Instruments....Pages 480-487
Automated Three-Piece Digital Dental Articulation....Pages 488-496
Front Matter....Pages 247-247
A System for MR-Ultrasound Guidance during Robot-Assisted Laparoscopic Radical Prostatectomy....Pages 497-504
Front Matter....Pages 505-505
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks....Pages 507-514
Automatic Localization and Identification of Vertebrae in Spine CT via a Joint Learning Model with Deep Neural Networks....Pages 515-522
Identification of Cerebral Small Vessel Disease Using Multiple Instance Learning....Pages 523-530
Why Does Synthesized Data Improve Multi-sequence Classification?....Pages 531-538
Label Stability in Multiple Instance Learning....Pages 539-546
Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation....Pages 547-555
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation....Pages 556-564
3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data....Pages 565-572
A Hybrid of Deep Network and Hidden Markov Model for MCI Identification with Resting-State fMRI....Pages 573-580
Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma....Pages 581-588
Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks....Pages 589-596
A Random Riemannian Metric for Probabilistic Shortest-Path Tractography....Pages 597-604
Deep Learning and Structured Prediction for the Segmentation of Mass in Mammograms....Pages 605-612
Learning Tensor-Based Features for Whole-Brain fMRI Classification....Pages 613-620
Prediction of Trabecular Bone Anisotropy from Quantitative Computed Tomography Using Supervised Learning and a Novel Morphometric Feature Descriptor....Pages 621-628
Automatic Diagnosis of Ovarian Carcinomas via Sparse Multiresolution Tissue Representation....Pages 629-636
Scale-Adaptive Forest Training via an Efficient Feature Sampling Scheme....Pages 637-644
Multiple Instance Cancer Detection by Boosting Regularised Trees....Pages 645-652
Uncertainty-Driven Forest Predictors for Vertebra Localization and Segmentation....Pages 653-660
Front Matter....Pages 505-505
Who Is Talking to Whom: Synaptic Partner Detection in Anisotropic Volumes of Insect Brain....Pages 661-668
Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression....Pages 669-676
Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep Network....Pages 677-684
Grouping Total Variation and Sparsity: Statistical Learning with Segmenting Penalties....Pages 685-693
Scandent Tree: A Random Forest Learning Method for Incomplete Multimodal Datasets....Pages 694-701
Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier....Pages 702-709
Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data....Pages 710-718
Nonlinear Regression on Riemannian Manifolds and Its Applications to Neuro-Image Analysis....Pages 719-727
Back Matter....Pages -