Medical Image Computing and Computer-Assisted Intervention - Miccai 2005: 8th International Conference, Palm Springs, Ca, Usa, October 26-29, 2005, Pr

ISBN-13: 9783540293279 / Angielski / Miękka / 2005 / 942 str.

J. Duncan; James Duncan

Opis

The 8th International Conference on Medical Imaging and Computer Assisted Intervention, MICCAI 2005, was held in Palm Springs, California, USA, at the Riviera Resort, October 26-29, 2005. MICCAIhasbecomeapremierinternationalconferencewithin-depthpapers on the multidisciplinary ?elds of medical image computing, computer-assisted interventionandmedicalrobotics. Theconferencebringstogetherclinicians, b- logicalscientists, computer scientists, engineers, physicists and other researchers and o?ers them a forum to exchange ideas in these exciting and rapidly growing ?elds. The impact of MICCAI increases each year and the quality and quantity of submitted papers this year was very impressive. We received a record 632 full submissions (8 pages in length), an increase of 22% from 2004, from 36 di?erent countries and 5 continents (see ?g. 2). Based on a decision of the MICCAI board, this year's conference employed a double-blind review procedure on a trial basis. Our Program Committee was made up of 11 area chairs, each of whom supervised the review of almost 60 papers. Four reviews were generated for each paper from 262 reviewers and the area chairs. A ?nal paper selection meeting took place during two days in early June 2005 in Chapel Hill, North Carolina. We are especially grateful to Elizabeth Bullitt, Polina Golland, David Haynor, Rasmus Larsen, Greg Hager and Daniel Ruc ] kert, who attended this meetingandhelpedusmakethe?nalselections. MartinStynerprovidedvaluable help with information management and the Web-site, and James Stewart is acknowledgedforreliableandtimelysupportoftheWeb-basedreviewingsystem. Wearegratefultoeveryonewhoparticipatedinthe reviewprocess;theydonated a large amount of time and e?ort to make these volumes possible and insure a highlevelofquality.

Spis treści

Image Analysis and Validation.- Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM.- Bone Enhancement Filtering: Application to Sinus Bone Segmentation and Simulation of Pituitary Surgery.- Simultaneous Registration and Segmentation of Anatomical Structures from Brain MRI.- Synthetic Ground Truth for Validation of Brain Tumor MRI Segmentation.- Vascular Image Segmentation.- Automatic Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images.- A Segmentation and Reconstruction Technique for 3D Vascular Structures.- MRA Image Segmentation with Capillary Active Contour.- Spatial Graphs for Intra-cranial Vascular Network Characterization, Generation, and Discrimination.- Image Registration I.- Surface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis.- Unified Point Selection and Surface-Based Registration Using a Particle Filter.- Elastic Registration of 3D Ultrasound Images.- Tracer Kinetic Model-Driven Registration for Dynamic Contrast Enhanced MRI Time Series.- Generalised Overlap Measures for Assessment of Pairwise and Groupwise Image Registration and Segmentation.- Diffusion Tensor Image Analysis.- Uncertainty in White Matter Fiber Tractography.- Fast and Simple Calculus on Tensors in the Log-Euclidean Framework.- 3D Curve Inference for Diffusion MRI Regularization.- Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis.- White Matter Tract Clustering and Correspondence in Populations.- 76-Space Analysis of Grey Matter Diffusivity: Methods and Applications.- Fast Orientation Mapping from HARDI.- An Automated Approach to Connectivity-Based Partitioning of Brain Structures.- Deformable Registration of Diffusion Tensor MR Images with Explicit Orientation Optimization.- A Hamilton-Jacobi-Bellman Approach to High Angular Resolution Diffusion Tractography.- Automated Atlas-Based Clustering of White Matter Fiber Tracts from DTMRI.- MR Diffusion-Based Inference of a Fiber Bundle Model from a Population of Subjects.- Knowledge-Based Classification of Neuronal Fibers in Entire Brain.- A Physical Model for DT-MRI Based Connectivity Map Computation.- Image Segmentation and Analysis I.- A Novel 3D Partitioned Active Shape Model for Segmentation of Brain MR Images.- Cross Entropy: A New Solver for Markov Random Field Modeling and Applications to Medical Image Segmentation.- Semi-automated Basal Ganglia Segmentation Using Large Deformation Diffeomorphic Metric Mapping.- Particle Filters, a Quasi-Monte Carlo Solution for Segmentation of Coronaries.- Hybrid Segmentation Framework for Tissue Images Containing Gene Expression Data.- Fully Automatic Kidneys Detection in 2D CT Images: A Statistical Approach.- Segmentation of Neighboring Organs in Medical Image with Model Competition.- Point-Based Geometric Deformable Models for Medical Image Segmentation.- A Variational PDE Based Level Set Method for a Simultaneous Segmentation and Non-rigid Registration.- A Tracking Approach to Parcellation of the Cerebral Cortex.- Cell Segmentation, Tracking, and Mitosis Detection Using Temporal Context.- A Unifying Approach to Registration, Segmentation, and Intensity Correction.- Automatic 3D Segmentation of Intravascular Ultrasound Images Using Region and Contour Information.- Automatic Segmentation of the Articular Cartilage in Knee MRI Using a Hierarchical Multi-class Classification Scheme.- Automatic Segmentation of the Left Ventricle in 3D SPECT Data by Registration with a Dynamic Anatomic Model.- Intravascular Ultrasound-Based Imaging of Vasa Vasorum for the Detection of Vulnerable Atherosclerotic Plaque.- Parametric Response Surface Models for Analysis of Multi-site fMRI Data.- Clinical Applications – Validation.- Subject Specific Finite Element Modelling of the Levator Ani.- Robust Visualization of the Dental Occlusion by a Double Scan Procedure.- Segmentation of Focal Cortical Dysplasia Lesions Using a Feature-Based Level Set.- Effects of Healthy Aging Measured By Intracranial Compartment Volumes Using a Designed MR Brain Database.- Predicting Clinical Variable from MRI Features: Application to MMSE in MCI.- Finite Element Modeling of Brain Tumor Mass-Effect from 3D Medical Images.- STREM: A Robust Multidimensional Parametric Method to Segment MS Lesions in MRI.- Cross Validation of Experts Versus Registration Methods for Target Localization in Deep Brain Stimulation.- Localization of Abnormal Conduction Pathways for Tachyarrhythmia Treatment Using Tagged MRI.- Automatic Mammary Duct Detection in 3D Ultrasound.- Automatic Segmentation of Intra-treatment CT Images for Adaptive Radiation Therapy of the Prostate.- Inter-Operator Variability in Perfusion Assessment of Tumors in MRI Using Automated AIF Detection.- Computer–Assisted Deformity Correction Using the Ilizarov Method.- Real-Time Interactive Viewing of 4D Kinematic MR Joint Studies.- Computer-Assisted Ankle Joint Arthroplasty Using Bio-engineered Autografts.- Prospective Head Motion Compensation for MRI by Updating the Gradients and Radio Frequency During Data Acquisition.- Harmonic Skeleton Guided Evaluation of Stenoses in Human Coronary Arteries.- Acquisition-Related Limitations in MRI Based Morphometry.- Combining Classifiers Using Their Receiver Operating Characteristics and Maximum Likelihood Estimation.- Two Methods for Validating Brain Tissue Classifiers.- Comparison of Vessel Segmentations Using STAPLE.- Validation Framework of the Finite Element Modeling of Liver Tissue.- A Complete Augmented Reality Guidance System for Liver Punctures: First Clinical Evaluation.- Imaging Systems – Visualization.- A Novel Approach to High Resolution Fetal Brain MR Imaging.- Respiratory Signal Extraction for 4D CT Imaging of the Thorax from Cone-Beam CT Projections.- Registering Liver Pathological Images with Prior In Vivo CT/MRI Data.- Support Vector Clustering for Brain Activation Detection.- Inter-frame Motion Correction for MR Thermometry.- Adaptive Multiscale Ultrasound Compounding Using Phase Information.- 3D Freehand Ultrasound Reconstruction Based on Probe Trajectory.- Self-Calibrating Ultrasound-to-CT Bone Registration.- A Hand-Held Probe for Vibro-Elastography.- Real-Time Quality Control of Tracked Ultrasound.- Fully Truncated Cone-Beam Reconstruction on Pi Lines Using Prior CT.- C-arm Calibration – Is it Really Necessary?.- Laser Needle Guide for the Sonic Flashlight.- Differential Fly-Throughs (DFT): A General Framework for Computing Flight Paths.- Panoramic Views for Virtual Endoscopy.- Computer Assisted Diagnosis.- Toward Automatic Computer Aided Dental X-ray Analysis Using Level Set Method.- Exploiting Temporal Information in Functional Magnetic Resonance Imaging Brain Data.- Model-Based Analysis of Local Shape for Lesion Detection in CT Scans.- Development of a Navigation-Based CAD System for Colon.- A Prediction Framework for Cardiac Resynchronization Therapy Via 4D Cardiac Motion Analysis.- Segmentation and Size Measurement of Polyps in CT Colonography.- Quantitative Nodule Detection in Low Dose Chest CT Scans: New Template Modeling and Evaluation for CAD System Design.- Graph Embedding to Improve Supervised Classification and Novel Class Detection: Application to Prostate Cancer.- Quantification of Emphysema Severity by Histogram Analysis of CT Scans.- Cellular and Molecular Image Analysis.- Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data.- Mosaicing of Confocal Microscopic In Vivo Soft Tissue Video Sequences.- Segmentation and 3D Reconstruction of Microtubules in Total Internal Reflection Fluorescence Microscopy (TIRFM).- Physically-Based Modeling.- Ligament Strains Predict Knee Motion After Total Joint Replacement.- A Boundary Element-Based Approach to Analysis of LV Deformation.- Reconstruction of Cerebrospinal Fluid Flow in the Third Ventricle Based on MRI Data.- Schwarz Meets Schwann: Design and Fabrication of Biomorphic Tissue Engineering Scaffolds.- Robotics and Intervention I.- Automatic Detection and Segmentation of Robot-Assisted Surgical Motions.- DaVinci Canvas: A Telerobotic Surgical System with Integrated, Robot-Assisted, Laparoscopic Ultrasound Capability.- Design and Control of In-Vivo Magnetic Microrobots.- 3D Needle-Tissue Interaction Simulation for Prostate Brachytherapy.- Development and Application of Functional Databases for Planning Deep-Brain Neurosurgical Procedures.- Medical Image Computing for Clinical Applications.- Gaze-Contingent Soft Tissue Deformation Tracking for Minimally Invasive Robotic Surgery.- Registration and Integration for Fluoroscopy Device Enhancement.- Computer Aided Detection for Low-Dose CT Colonography.- Photo-Realistic Tissue Reflectance Modelling for Minimally Invasive Surgical Simulation.- Biological Imaging - Simulation and Modeling I.- Motion Tracking and Intensity Surface Recovery in Microscopic Nuclear Images.- Towards Automated Cellular Image Segmentation for RNAi Genome-Wide Screening.- Adaptive Spatio-Temporal Restoration for 4D Fluorescence Microscopic Imaging.- Kinematic Geometry of Osteotomies.- Predictive Camera Tracking for Bronchoscope Simulation with CONDensation.- Experimental Validation of a 3D Dynamic Finite-Element Model of a Total Knee Replacement.- An In Vitro Patient-Tailored Model of Human Cerebral Artery for Simulating Endovascular Intervention.