The13thInternationalConferenceonMedicalImageComputingandComputer- Assisted Intervention, MICCAI 2010, was held in Beijing, China from 20-24 September,2010.ThevenuewastheChinaNationalConventionCenter(CNCC), China’slargestandnewestconferencecenterwith excellentfacilities andaprime location in the heart of the Olympic Green, adjacent to characteristic constr- tions like the Bird’s Nest (National Stadium) and the Water Cube (National Aquatics Center). MICCAI is the foremost international scienti?c event in the ?eld of medical image computing and computer-assisted interventions. The annual conference has a high scienti?c standard by virtue of the threshold for acceptance, and accordingly MICCAI has built up a track record of attracting leading scientists, engineersandcliniciansfromawiderangeoftechnicalandbiomedicaldisciplines. This year, we received 786 submissions, well in line with the previous two conferences in New York and London. Three program chairs and a program committee of 31 scientists, all with a recognized standing in the ?eld of the conference, were responsible for the selection of the papers. The review process was set up such that each paper was considered by the three program chairs, two program committee members, and a minimum of three external reviewers. The review process was double-blind, so the reviewers did not know the identity of the authors of the submission. After a careful evaluation procedure, in which all controversialand gray area papers were discussed individually, we arrived at a total of 251 accepted papers for MICCAI 2010, of which 45 were selected for podium presentation and 206 for poster presentation. The acceptance percentage (32%) was in keeping with that of previous MICCAI conferences. All 251 papers are included in the three MICCAI 2010 LNCS volumes.
Author(s): Mathieu De Craene, Gemma Piella, Nicolas Duchateau, Etel Silva, Adelina Doltra (auth.), Tianzi Jiang, Nassir Navab, Josien P. W. Pluim, Max A. Viergever (eds.)
Series: Lecture Notes in Computer Science 6362 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 704
Tags: Image Processing and Computer Vision; Pattern Recognition; Computer Graphics; Computer Imaging, Vision, Pattern Recognition and Graphics; User Interfaces and Human Computer Interaction; Simulation and Modeling
Front Matter....Pages -
Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images....Pages 1-8
Tracked Ultrasound Elastography (TrUE)....Pages 9-16
Evaluation of Inter-session 3D-TRUS to 3D-TRUS Image Registration for Repeat Prostate Biopsies....Pages 17-25
Manifold Learning for Image-Based Breathing Gating with Application to 4D Ultrasound....Pages 26-33
Measurement of the Skin-Liver Capsule Distance on Ultrasound RF Data for 1D Transient Elastography....Pages 34-41
Incremental Shape Statistics Learning for Prostate Tracking in TRUS....Pages 42-49
Fast and Accurate Ultrasonography for Visceral Fat Measurement....Pages 50-58
Real-Time Gating of IVUS Sequences Based on Motion Blur Analysis: Method and Quantitative Validation....Pages 59-67
Registration of a Statistical Shape Model of the Lumbar Spine to 3D Ultrasound Images....Pages 68-75
Automatic Prostate Segmentation Using Fused Ultrasound B-Mode and Elastography Images....Pages 76-83
ODF Maxima Extraction in Spherical Harmonic Representation via Analytical Search Space Reduction....Pages 84-91
An Anthropomorphic Polyvinyl Alcohol Triple-Modality Brain Phantom Based on Colin27....Pages 92-100
Statistical Analysis of Structural Brain Connectivity....Pages 101-108
Maximum A Posteriori Estimation of Isotropic High-Resolution Volumetric MRI from Orthogonal Thick-Slice Scans....Pages 109-116
Change Detection in Diffusion MRI Using Multivariate Statistical Testing on Tensors....Pages 117-124
Increasing Power to Predict Mild Cognitive Impairment Conversion to Alzheimer’s Disease Using Hippocampal Atrophy Rate and Statistical Shape Models....Pages 125-132
Consistent 4D Cortical Thickness Measurement for Longitudinal Neuroimaging Study....Pages 133-142
Fiber-Centered Analysis of Brain Connectivities Using DTI and Resting State FMRI Data....Pages 143-150
A Generative Model for Brain Tumor Segmentation in Multi-Modal Images....Pages 151-159
Spatio-temporal Analysis of Brain MRI Images Using Hidden Markov Models....Pages 160-168
Estimating Local Surface Complexity Maps Using Spherical Harmonic Reconstructions....Pages 169-176
Brain Morphometry by Probabilistic Latent Semantic Analysis....Pages 177-184
Joint Factor and Kinetic Analysis of Dynamic FDOPA PET Scans of Brain Cancer Patients....Pages 185-192
Early Detection of Emphysema Progression....Pages 193-200
Unsupervised Learning of Brain States from fMRI Data....Pages 201-208
Geometrical Consistent 3D Tracing of Neuronal Processes in ssTEM Data....Pages 209-216
Analysis of the Striato-Thalamo-Cortical Connectivity on the Cortical Surface to Infer Biomarkers of Huntington’s Disease....Pages 217-224
The Fiber Laterality Histogram: A New Way to Measure White Matter Asymmetry....Pages 225-232
A Geometry-Based Particle Filtering Approach to White Matter Tractography....Pages 233-240
Accurate Definition of Brain Regions Position through the Functional Landmark Approach....Pages 241-248
A Comparison of the Cingulum Tract in ALS-B Patients and Controls Using Kernel Matching....Pages 249-256
Optimally-Discriminative Voxel-Based Analysis....Pages 257-265
Hippocampal Shape Classification Using Redundancy Constrained Feature Selection....Pages 266-273
Simulation of Brain Mass Effect with an Arbitrary Lagrangian and Eulerian FEM....Pages 274-281
Relating Structural and Functional Connectivity to Performance in a Communication Task....Pages 282-289
Bayesian Classification of Multiple Sclerosis Lesions in Longitudinal MRI Using Subtraction Images....Pages 290-297
Multivariate Network-Level Approach to Detect Interactions between Large-Scale Functional Systems....Pages 298-305
A Generalized Learning Based Framework for Fast Brain Image Registration....Pages 306-314
Tracking Clathrin Coated Pits with a Multiple Hypothesis Based Method....Pages 315-322
Shape-Based Diffeomorphic Registration on Hippocampal Surfaces Using Beltrami Holomorphic Flow....Pages 323-330
Detecting Brain Activation in fMRI Using Group Random Walker....Pages 331-338
Measures for Characterizing Directionality Specific Volume Changes in TBM of Brain Growth....Pages 339-346
Inter-subject Connectivity-Based Parcellation of a Patch of Cerebral Cortex....Pages 347-354
On Super-Resolution for Fetal Brain MRI....Pages 355-362
Spatial Regularization of Functional Connectivity Using High-Dimensional Markov Random Fields....Pages 363-370
Shell Model for Reconstruction and Real-Time Simulation of Thin Anatomical Structures....Pages 371-379
Personalization of Cubic Hermite Meshes for Efficient Biomechanical Simulations....Pages 380-387
Real-Time Surgical Simulation Using Reduced Order Finite Element Analysis....Pages 388-395
Simulation of Nodules and Diffuse Infiltrates in Chest Radiographs Using CT Templates....Pages 396-403
High-Fidelity Meshes from Tissue Samples for Diffusion MRI Simulations....Pages 404-411
A Dynamic Skull Model for Simulation of Cerebral Cortex Folding....Pages 412-419
Coupled Personalisation of Electrophysiology Models for Simulation of Induced Ischemic Ventricular Tachycardia....Pages 420-428
Real Time Ultrasound Needle Image Simulation Using Multi-dimensional Interpolation....Pages 429-436
Endoscopic Video Manifolds....Pages 437-445
Automated Training Data Generation for Microscopy Focus Classification....Pages 446-453
Augmenting Capsule Endoscopy Diagnosis: A Similarity Learning Approach....Pages 454-462
A Fully Automated Approach to Segmentation of Irregularly Shaped Cellular Structures in EM Images....Pages 463-471
Automatic Neuron Tracing in Volumetric Microscopy Images with Anisotropic Path Searching....Pages 472-479
An Image Retrieval Approach to Setup Difficulty Levels in Training Systems for Endomicroscopy Diagnosis....Pages 480-487
3D Localization of Pronuclei of Human Zygotes Using Textures from Multiple Focal Planes....Pages 488-495
Motion Compensated SLAM for Image Guided Surgery....Pages 496-504
Region Flow: A Multi-stage Method for Colonoscopy Tracking....Pages 505-513
A System for Biopsy Site Re-targeting with Uncertainty in Gastroenterology and Oropharyngeal Examinations....Pages 514-521
Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization....Pages 522-529
Computing Maximum Association Graph in Microscopic Nucleus Images....Pages 530-537
Estimation of 3D Geometry of Microtubules Using Multi-angle Total Internal Reflection Fluorescence Microscopy....Pages 538-545
Recursive Green’s Function Registration....Pages 546-553
Summarizing and Visualizing Uncertainty in Non-rigid Registration....Pages 554-561
Coupled Registration-Segmentation: Application to Femur Analysis with Intra-subject Multiple Levels of Detail MRI Data....Pages 562-569
Groupwise Registration with Sharp Mean....Pages 570-577
Lung Lobar Slippage Assessed with the Aid of Image Registration....Pages 578-585
Generalization of Deformable Registration in Riemannian Sobolev Spaces....Pages 586-593
An Efficient EM-ICP Algorithm for Symmetric Consistent Non-linear Registration of Point Sets....Pages 594-601
Image Registration Driven by Combined Probabilistic and Geometric Descriptors....Pages 602-609
Simultaneous Fine and Coarse Diffeomorphic Registration: Application to Atrophy Measurement in Alzheimer’s Disease....Pages 610-617
Registration of Longitudinal Image Sequences with Implicit Template and Spatial-Temporal Heuristics....Pages 618-625
3D Ultrasound to Stereoscopic Camera Registration through an Air-Tissue Boundary....Pages 626-634
Automatic Learning Sparse Correspondences for Initialising Groupwise Registration....Pages 635-642
Hierarchical Multimodal Image Registration Based on Adaptive Local Mutual Information....Pages 643-651
LogDemons Revisited: Consistent Regularisation and Incompressibility Constraint for Soft Tissue Tracking in Medical Images....Pages 652-659
Correspondences Search for Surface-Based Intra-Operative Registration....Pages 660-667
Model-Based Multi-view Fusion of Cinematic Flow and Optical Imaging....Pages 668-675
Simultaneous Geometric - Iconic Registration....Pages 676-683
Groupwise Registration by Hierarchical Anatomical Correspondence Detection....Pages 684-691
Back Matter....Pages -
