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Computer Science - HCI | Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2010 - 13th International

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2010

13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II

Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (Eds.)

2010, XXV, 704p. 704 illus. in color.

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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.

Content Level » Research

Keywords » CT scans - MR images - MRI - brain modeling - computer-aided diagnosis - image analysis - image reconstruction - image restoration - image segmentation - microscopy - minimally invasive surgery - robotic surgery - simulation - surgery simulation - tomography

Related subjects » HCI - Image Processing - Theoretical Computer Science

Table of contents 

Ultrasound Imaging.- Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images.- Tracked Ultrasound Elastography (TrUE).- Evaluation of Inter-session 3D-TRUS to 3D-TRUS Image Registration for Repeat Prostate Biopsies.- Manifold Learning for Image-Based Breathing Gating with Application to 4D Ultrasound.- Measurement of the Skin-Liver Capsule Distance on Ultrasound RF Data for 1D Transient Elastography.- Incremental Shape Statistics Learning for Prostate Tracking in TRUS.- Fast and Accurate Ultrasonography for Visceral Fat Measurement.- Real-Time Gating of IVUS Sequences Based on Motion Blur Analysis: Method and Quantitative Validation.- Registration of a Statistical Shape Model of the Lumbar Spine to 3D Ultrasound Images.- Automatic Prostate Segmentation Using Fused Ultrasound B-Mode and Elastography Images.- Neuroimage Analysis.- ODF Maxima Extraction in Spherical Harmonic Representation via Analytical Search Space Reduction.- An Anthropomorphic Polyvinyl Alcohol Triple-Modality Brain Phantom Based on Colin27.- Statistical Analysis of Structural Brain Connectivity.- Maximum A Posteriori Estimation of Isotropic High-Resolution Volumetric MRI from Orthogonal Thick-Slice Scans.- Change Detection in Diffusion MRI Using Multivariate Statistical Testing on Tensors.- Increasing Power to Predict Mild Cognitive Impairment Conversion to Alzheimer’s Disease Using Hippocampal Atrophy Rate and Statistical Shape Models.- Consistent 4D Cortical Thickness Measurement for Longitudinal Neuroimaging Study.- Fiber-Centered Analysis of Brain Connectivities Using DTI and Resting State FMRI Data.- A Generative Model for Brain Tumor Segmentation in Multi-Modal Images.- Spatio-temporal Analysis of Brain MRI Images Using Hidden Markov Models.- Estimating Local Surface Complexity Maps Using Spherical Harmonic Reconstructions.- Brain Morphometry by Probabilistic Latent Semantic Analysis.- Joint Factor and Kinetic Analysis of Dynamic FDOPA PET Scans of Brain Cancer Patients.- Early Detection of Emphysema Progression.- Unsupervised Learning of Brain States from fMRI Data.- Geometrical Consistent 3D Tracing of Neuronal Processes in ssTEM Data.- Analysis of the Striato-Thalamo-Cortical Connectivity on the Cortical Surface to Infer Biomarkers of Huntington’s Disease.- The Fiber Laterality Histogram: A New Way to Measure White Matter Asymmetry.- A Geometry-Based Particle Filtering Approach to White Matter Tractography.- Accurate Definition of Brain Regions Position through the Functional Landmark Approach.- A Comparison of the Cingulum Tract in ALS-B Patients and Controls Using Kernel Matching.- Optimally-Discriminative Voxel-Based Analysis.- Hippocampal Shape Classification Using Redundancy Constrained Feature Selection.- Simulation of Brain Mass Effect with an Arbitrary Lagrangian and Eulerian FEM.- Relating Structural and Functional Connectivity to Performance in a Communication Task.- Bayesian Classification of Multiple Sclerosis Lesions in Longitudinal MRI Using Subtraction Images.- Multivariate Network-Level Approach to Detect Interactions between Large-Scale Functional Systems.- A Generalized Learning Based Framework for Fast Brain Image Registration.- Tracking Clathrin Coated Pits with a Multiple Hypothesis Based Method.- Shape-Based Diffeomorphic Registration on Hippocampal Surfaces Using Beltrami Holomorphic Flow.- Detecting Brain Activation in fMRI Using Group Random Walker.- Measures for Characterizing Directionality Specific Volume Changes in TBM of Brain Growth.- Inter-subject Connectivity-Based Parcellation of a Patch of Cerebral Cortex.- On Super-Resolution for Fetal Brain MRI.- Spatial Regularization of Functional Connectivity Using High-Dimensional Markov Random Fields.- Simulation of Anatomical Structures.- Shell Model for Reconstruction and Real-Time Simulation of Thin Anatomical Structures.- Personalization of Cubic Hermite Meshes for Efficient Biomechanical Simulations.- Real-Time Surgical Simulation Using Reduced Order Finite Element Analysis.- Simulation of Nodules and Diffuse Infiltrates in Chest Radiographs Using CT Templates.- High-Fidelity Meshes from Tissue Samples for Diffusion MRI Simulations.- A Dynamic Skull Model for Simulation of Cerebral Cortex Folding.- Coupled Personalisation of Electrophysiology Models for Simulation of Induced Ischemic Ventricular Tachycardia.- Real Time Ultrasound Needle Image Simulation Using Multi-dimensional Interpolation.- Endoscopic and Microscopic Imaging.- Endoscopic Video Manifolds.- Automated Training Data Generation for Microscopy Focus Classification.- Augmenting Capsule Endoscopy Diagnosis: A Similarity Learning Approach.- A Fully Automated Approach to Segmentation of Irregularly Shaped Cellular Structures in EM Images.- Automatic Neuron Tracing in Volumetric Microscopy Images with Anisotropic Path Searching.- An Image Retrieval Approach to Setup Difficulty Levels in Training Systems for Endomicroscopy Diagnosis.- 3D Localization of Pronuclei of Human Zygotes Using Textures from Multiple Focal Planes.- Motion Compensated SLAM for Image Guided Surgery.- Region Flow: A Multi-stage Method for Colonoscopy Tracking.- A System for Biopsy Site Re-targeting with Uncertainty in Gastroenterology and Oropharyngeal Examinations.- Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization.- Computing Maximum Association Graph in Microscopic Nucleus Images.- Estimation of 3D Geometry of Microtubules Using Multi-angle Total Internal Reflection Fluorescence Microscopy.- Image Registration.- Recursive Green’s Function Registration.- Summarizing and Visualizing Uncertainty in Non-rigid Registration.- Coupled Registration-Segmentation: Application to Femur Analysis with Intra-subject Multiple Levels of Detail MRI Data.- Groupwise Registration with Sharp Mean.- Lung Lobar Slippage Assessed with the Aid of Image Registration.- Generalization of Deformable Registration in Riemannian Sobolev Spaces.- An Efficient EM-ICP Algorithm for Symmetric Consistent Non-linear Registration of Point Sets.- Image Registration Driven by Combined Probabilistic and Geometric Descriptors.- Simultaneous Fine and Coarse Diffeomorphic Registration: Application to Atrophy Measurement in Alzheimer’s Disease.- Registration of Longitudinal Image Sequences with Implicit Template and Spatial-Temporal Heuristics.- 3D Ultrasound to Stereoscopic Camera Registration through an Air-Tissue Boundary.- Automatic Learning Sparse Correspondences for Initialising Groupwise Registration.- Hierarchical Multimodal Image Registration Based on Adaptive Local Mutual Information.- LogDemons Revisited: Consistent Regularisation and Incompressibility Constraint for Soft Tissue Tracking in Medical Images.- Correspondences Search for Surface-Based Intra-Operative Registration.- Model-Based Multi-view Fusion of Cinematic Flow and Optical Imaging.- Simultaneous Geometric - Iconic Registration.- Groupwise Registration by Hierarchical Anatomical Correspondence Detection.

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