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

Front Matter....Pages -
Leveraging Random Forests for Interactive Exploration of Large Histological Images....Pages 1-8
Cell Detection and Segmentation Using Correlation Clustering....Pages 9-16
Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes....Pages 17-24
A Fully Bayesian Inference Framework for Population Studies of the Brain Microstructure....Pages 25-32
Shading Correction for Whole Slide Image Using Low Rank and Sparse Decomposition....Pages 33-40
Cell-Sensitive Microscopy Imaging for Cell Image Segmentation....Pages 41-48
A Probabilistic Approach to Quantification of Melanin and Hemoglobin Content in Dermoscopy Images....Pages 49-56
Automated, Non-Invasive Characterization of Stem Cell-Derived Cardiomyocytes from Phase-Contrast Microscopy....Pages 57-64
Exploiting Enclosing Membranes and Contextual Cues for Mitochondria Segmentation....Pages 65-72
Identifying Neutrophils in H&E Staining Histology Tissue Images....Pages 73-80
Active Graph Matching for Automatic Joint Segmentation and Annotation of C. elegans ....Pages 81-88
Semi-automated Query Construction for Content-Based Endomicroscopy Video Retrieval....Pages 89-96
Optree: A Learning-Based Adaptive Watershed Algorithm for Neuron Segmentation....Pages 97-105
Application-Driven MRI: Joint Reconstruction and Segmentation from Undersampled MRI Data....Pages 106-113
Joint Parametric Reconstruction and Motion Correction Framework for Dynamic PET Data....Pages 114-121
Deformable Reconstruction of Histology Sections Using Structural Probability Maps....Pages 122-129
Optimally Stabilized PET Image Denoising Using Trilateral Filtering....Pages 130-137
Real Time Dynamic MRI with Dynamic Total Variation....Pages 138-145
Improved Reconstruction of 4D-MR Images by Motion Predictions....Pages 146-153
Tensor Total-Variation Regularized Deconvolution for Efficient Low-Dose CT Perfusion....Pages 154-161
Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion....Pages 162-169
Signal Decomposition for X-ray Dark-Field Imaging....Pages 170-177
Iterative Most Likely Oriented Point Registration....Pages 178-185
Robust Anatomical Landmark Detection for MR Brain Image Registration....Pages 186-193
Free-Form Deformation Using Lower-Order B-spline for Nonrigid Image Registration....Pages 194-201
Multispectral Image Registration Based on Local Canonical Correlation Analysis....Pages 202-209
Topology Preservation and Anatomical Feasibility in Random Walker Image Registration....Pages 210-217
DR-BUDDI: Diffeomorphic Registration for Blip Up-Down Diffusion Imaging....Pages 218-226
Spatially-Varying Metric Learning for Diffeomorphic Image Registration: A Variational Framework....Pages 227-234
Sparse Bayesian Registration....Pages 235-242
Histology to μ CT Data Matching Using Landmarks and a Density Biased RANSAC....Pages 243-250
Robust Registration of Longitudinal Spine CT....Pages 251-258
Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration....Pages 259-266
Gaussian Process Interpolation for Uncertainty Estimation in Image Registration....Pages 267-274
Hough Space Parametrization: Ensuring Global Consistency in Intensity-Based Registration....Pages 275-282
2D/3D Registration of TEE Probe from Two Non-orthogonal C-Arm Directions....Pages 283-290
Reduced-Dose Patient to Baseline CT Rigid Registration in 3D Radon Space....Pages 291-298
Hierarchical Label Fusion with Multiscale Feature Representation and Label-Specific Patch Partition....Pages 299-306
Simultaneous Segmentation and Anatomical Labeling of the Cerebral Vasculature....Pages 307-314
Atlas-Based Under-Segmentation....Pages 315-322
Bayesian Model Selection for Pathological Data....Pages 323-330
Automatic Localization of Cochlear Implant Electrodes in CT....Pages 331-338
Coronary Lumen and Plaque Segmentation from CTA Using Higher-Order Shape Prior....Pages 339-347
Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation....Pages 348-355
Robust Bone Detection in Ultrasound Using Combined Strain Imaging and Envelope Signal Power Detection....Pages 356-363
SIMPLE Is a Good Idea (and Better with Context Learning)....Pages 364-371
Segmentation of Multiple Knee Bones from CT for Orthopedic Knee Surgery Planning....Pages 372-380
TRIC: Trust Region for Invariant Compactness and Its Application to Abdominal Aorta Segmentation....Pages 381-388
Small Sample Learning of Superpixel Classifiers for EM Segmentation....Pages 389-397
A Cautionary Analysis of STAPLE Using Direct Inference of Segmentation Truth....Pages 398-406
Auto Localization and Segmentation of Occluded Vessels in Robot-Assisted Partial Nephrectomy....Pages 407-414
3D Global Estimation and Augmented Reality Visualization of Intra-operative X-ray Dose....Pages 415-422
An Augmented Reality Framework for Soft Tissue Surgery....Pages 423-431
Pico Lantern: A Pick-up Projector for Augmented Reality in Laparoscopic Surgery....Pages 432-439
Efficient Stereo Image Geometrical Reconstruction at Arbitrary Camera Settings from a Single Calibration....Pages 440-447
A Compact Active Stereovision System with Dynamic Reconfiguration for Endoscopy or Colonoscopy Applications....Pages 448-455
Continuous Zoom Calibration by Tracking Salient Points in Endoscopic Video....Pages 456-463
Instrument Tracking via Online Learning in Retinal Microsurgery....Pages 464-471
Estimating a Patient Surface Model for Optimizing the Medical Scanning Workflow....Pages 472-479
3D Steering of a Flexible Needle by Visual Servoing....Pages 480-487
Improved Screw Placement for Slipped Capital Femoral Epiphysis (SCFE) Using Robotically-Assisted Drill Guidance....Pages 488-495
Hierarchical HMM Based Learning of Navigation Primitives for Cooperative Robotic Endovascular Catheterization....Pages 496-503
Towards Personalized Interventional SPECT-CT Imaging....Pages 504-511
Chest Modeling and Personalized Surgical Planning for Pectus Excavatum....Pages 512-519
A New 2.5D Representation for Lymph Node Detection Using Random Sets of Deep Convolutional Neural Network Observations....Pages 520-527
Towards Automatic Plan Selection for Radiotherapy of Cervical Cancer by Fast Automatic Segmentation of Cone Beam CT Scans....Pages 528-535
Breast Cancer Risk Analysis Based on a Novel Segmentation Framework for Digital Mammograms....Pages 536-543
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers....Pages 544-552
Patient Specific Image Driven Evaluation of the Aggressiveness of Metastases to the Lung....Pages 553-560
Multi-parametric 3D Quantitative Ultrasound Vibro-Elastography Imaging for Detecting Palpable Prostate Tumors....Pages 561-568
Multi-stage Thresholded Region Classification for Whole-Body PET-CT Lymphoma Studies....Pages 569-576
fhSPECT-US Guided Needle Biopsy of Sentinel Lymph Nodes in the Axilla: Is it Feasible?....Pages 577-584
Gland Ring Morphometry for Prostate Cancer Prognosis in Multispectral Immunofluorescence Images....Pages 585-592
Automated Detection of New or Evolving Melanocytic Lesions Using a 3D Body Model....Pages 593-600
Bone Tumor Segmentation on Bone Scans Using Context Information and Random Forests....Pages 601-608
Automated Colorectal Tumour Segmentation in DCE-MRI Using Supervoxel Neighbourhood Contrast Characteristics....Pages 609-616
Real-Time Visualisation and Analysis of Internal Examinations – Seeing the Unseen....Pages 617-625
Tracing Retinal Blood Vessels by Matrix-Forest Theorem of Directed Graphs....Pages 626-633
Learning Fully-Connected CRFs for Blood Vessel Segmentation in Retinal Images....Pages 634-641
Feature Space Optimization for Virtual Chromoendoscopy Augmented by Topography....Pages 642-649
Multi-frame Super-resolution with Quality Self-assessment for Retinal Fundus Videos....Pages 650-657
An Automated System for Detecting and Measuring Nailfold Capillaries....Pages 658-665
Geodesic Patch-Based Segmentation....Pages 666-673
Tagged Template Deformation....Pages 674-681
Segmentation of the Right Ventricle Using Diffusion Maps and Markov Random Fields....Pages 682-689
Differential and Relaxed Image Foresting Transform for Graph-Cut Segmentation of Multiple 3D Objects....Pages 690-697
Segmentation Based Denoising of PET Images: An Iterative Approach via Regional Means and Affinity Propagation....Pages 698-705
Detection and Registration of Ribs in MRI Using Geometric and Appearance Models....Pages 706-713
Patient-Specific Semi-supervised Learning for Postoperative Brain Tumor Segmentation....Pages 714-721
Robust Cortical Thickness Measurement with LOGISMOS-B....Pages 722-730
Label Inference with Registration and Patch Priors....Pages 731-738
Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes....Pages 739-746
Coupled Sparse Dictionary for Depth-Based Cup Segmentation from Single Color Fundus Image....Pages 747-754
Topo-Geometric Filtration Scheme for Geometric Active Contours and Level Sets: Application to Cerebrovascular Segmentation....Pages 755-762
Combining Generative Models for Multifocal Glioma Segmentation and Registration....Pages 763-770
Partial Volume Estimation in Brain MRI Revisited....Pages 771-778
Sparse Appearance Learning Based Automatic Coronary Sinus Segmentation in CTA....Pages 779-787
Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation....Pages 788-795
3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior....Pages 796-803
Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints....Pages 804-811
Erratum: Iterative Most Likely Oriented Point Registration....Pages E1-E1
Back Matter....Pages -