Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005: 8th International Conference, Palm Springs, CA, USA, October 26-29, 2005, Proceedings, Part I

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The two-volume set LNCS 3749 and LNCS 3750 constitutes the refereed proceedings of the 8th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2005, held in Palm Springs, CA, USA, in October 2005.

Based on rigorous peer reviews the program committee selected 237 carefully revised full papers from 632 submissions for presentation in two volumes. The first volume includes all the contributions related to image analysis and validation, vascular image segmentation, image registration, diffusion tensor image analysis, image segmentation and analysis, clinical applications - validation, imaging systems - visualization, computer assisted diagnosis, cellular and molecular image analysis, physically-based modeling, robotics and intervention, medical image computing for clinical applications, and biological imaging - simulation and modeling. The second volume collects the papers related to robotics, image-guided surgery and interventions, image registration, medical image computing , structural and functional brain analysis, model-based image analysis, image-guided intervention: simulation, modeling and display, and image segmentation and analysis.

Author(s): Yong Fan, Dinggang Shen, Christos Davatzikos (auth.), James S. Duncan, Guido Gerig (eds.)
Series: Lecture Notes in Computer Science 3749 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005

Language: English
Pages: 942
Tags: Image Processing and Computer Vision; Pattern Recognition; Computer Graphics; Artificial Intelligence (incl. Robotics); Imaging / Radiology; Health Informatics

Front Matter....Pages -
Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM....Pages 1-8
Bone Enhancement Filtering: Application to Sinus Bone Segmentation and Simulation of Pituitary Surgery....Pages 9-16
Simultaneous Registration and Segmentation of Anatomical Structures from Brain MRI....Pages 17-25
Synthetic Ground Truth for Validation of Brain Tumor MRI Segmentation....Pages 26-33
Automatic Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images....Pages 34-42
A Segmentation and Reconstruction Technique for 3D Vascular Structures....Pages 43-50
MRA Image Segmentation with Capillary Active Contour....Pages 51-58
Spatial Graphs for Intra-cranial Vascular Network Characterization, Generation, and Discrimination....Pages 59-66
Surface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis....Pages 67-74
Unified Point Selection and Surface-Based Registration Using a Particle Filter....Pages 75-82
Elastic Registration of 3D Ultrasound Images....Pages 83-90
Tracer Kinetic Model-Driven Registration for Dynamic Contrast Enhanced MRI Time Series....Pages 91-98
Generalised Overlap Measures for Assessment of Pairwise and Groupwise Image Registration and Segmentation....Pages 99-106
Uncertainty in White Matter Fiber Tractography....Pages 107-114
Fast and Simple Calculus on Tensors in the Log-Euclidean Framework....Pages 115-122
3D Curve Inference for Diffusion MRI Regularization....Pages 123-130
Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis....Pages 131-139
White Matter Tract Clustering and Correspondence in Populations....Pages 140-147
76-Space Analysis of Grey Matter Diffusivity: Methods and Applications....Pages 148-155
Fast Orientation Mapping from HARDI....Pages 156-163
An Automated Approach to Connectivity-Based Partitioning of Brain Structures....Pages 164-171
Deformable Registration of Diffusion Tensor MR Images with Explicit Orientation Optimization....Pages 172-179
A Hamilton-Jacobi-Bellman Approach to High Angular Resolution Diffusion Tractography....Pages 180-187
Automated Atlas-Based Clustering of White Matter Fiber Tracts from DTMRI....Pages 188-195
MR Diffusion-Based Inference of a Fiber Bundle Model from a Population of Subjects....Pages 196-204
Knowledge-Based Classification of Neuronal Fibers in Entire Brain....Pages 205-212
A Physical Model for DT-MRI Based Connectivity Map Computation....Pages 213-220
A Novel 3D Partitioned Active Shape Model for Segmentation of Brain MR Images....Pages 221-228
Cross Entropy: A New Solver for Markov Random Field Modeling and Applications to Medical Image Segmentation....Pages 229-237
Semi-automated Basal Ganglia Segmentation Using Large Deformation Diffeomorphic Metric Mapping....Pages 238-245
Particle Filters, a Quasi-Monte Carlo Solution for Segmentation of Coronaries....Pages 246-253
Hybrid Segmentation Framework for Tissue Images Containing Gene Expression Data....Pages 254-261
Fully Automatic Kidneys Detection in 2D CT Images: A Statistical Approach....Pages 262-269
Segmentation of Neighboring Organs in Medical Image with Model Competition....Pages 270-277
Point-Based Geometric Deformable Models for Medical Image Segmentation....Pages 278-285
A Variational PDE Based Level Set Method for a Simultaneous Segmentation and Non-rigid Registration....Pages 286-293
A Tracking Approach to Parcellation of the Cerebral Cortex....Pages 294-301
Cell Segmentation, Tracking, and Mitosis Detection Using Temporal Context....Pages 302-309
A Unifying Approach to Registration, Segmentation, and Intensity Correction....Pages 310-318
Automatic 3D Segmentation of Intravascular Ultrasound Images Using Region and Contour Information....Pages 319-326
Automatic Segmentation of the Articular Cartilage in Knee MRI Using a Hierarchical Multi-class Classification Scheme....Pages 327-334
Automatic Segmentation of the Left Ventricle in 3D SPECT Data by Registration with a Dynamic Anatomic Model....Pages 335-342
Intravascular Ultrasound-Based Imaging of Vasa Vasorum for the Detection of Vulnerable Atherosclerotic Plaque....Pages 343-351
Parametric Response Surface Models for Analysis of Multi-site fMRI Data....Pages 352-359
Subject Specific Finite Element Modelling of the Levator Ani....Pages 360-367
Robust Visualization of the Dental Occlusion by a Double Scan Procedure....Pages 368-374
Segmentation of Focal Cortical Dysplasia Lesions Using a Feature-Based Level Set....Pages 375-382
Effects of Healthy Aging Measured By Intracranial Compartment Volumes Using a Designed MR Brain Database....Pages 383-391
Predicting Clinical Variable from MRI Features: Application to MMSE in MCI....Pages 392-399
Finite Element Modeling of Brain Tumor Mass-Effect from 3D Medical Images....Pages 400-408
STREM: A Robust Multidimensional Parametric Method to Segment MS Lesions in MRI....Pages 409-416
Cross Validation of Experts Versus Registration Methods for Target Localization in Deep Brain Stimulation....Pages 417-424
Localization of Abnormal Conduction Pathways for Tachyarrhythmia Treatment Using Tagged MRI....Pages 425-433
Automatic Mammary Duct Detection in 3D Ultrasound....Pages 434-441
Automatic Segmentation of Intra-treatment CT Images for Adaptive Radiation Therapy of the Prostate....Pages 442-450
Inter-Operator Variability in Perfusion Assessment of Tumors in MRI Using Automated AIF Detection....Pages 451-458
Computer–Assisted Deformity Correction Using the Ilizarov Method....Pages 459-466
Real-Time Interactive Viewing of 4D Kinematic MR Joint Studies....Pages 467-473
Computer-Assisted Ankle Joint Arthroplasty Using Bio-engineered Autografts....Pages 474-481
Prospective Head Motion Compensation for MRI by Updating the Gradients and Radio Frequency During Data Acquisition....Pages 482-489
Harmonic Skeleton Guided Evaluation of Stenoses in Human Coronary Arteries....Pages 490-497
Acquisition-Related Limitations in MRI Based Morphometry....Pages 498-505
Combining Classifiers Using Their Receiver Operating Characteristics and Maximum Likelihood Estimation....Pages 506-514
Two Methods for Validating Brain Tissue Classifiers....Pages 515-522
Comparison of Vessel Segmentations Using STAPLE....Pages 523-530
Validation Framework of the Finite Element Modeling of Liver Tissue....Pages 531-538
A Complete Augmented Reality Guidance System for Liver Punctures: First Clinical Evaluation....Pages 539-547
A Novel Approach to High Resolution Fetal Brain MR Imaging....Pages 548-555
Respiratory Signal Extraction for 4D CT Imaging of the Thorax from Cone-Beam CT Projections....Pages 556-563
Registering Liver Pathological Images with Prior In Vivo CT/MRI Data....Pages 564-571
Support Vector Clustering for Brain Activation Detection....Pages 572-579
Inter-frame Motion Correction for MR Thermometry....Pages 580-588
Adaptive Multiscale Ultrasound Compounding Using Phase Information....Pages 589-596
3D Freehand Ultrasound Reconstruction Based on Probe Trajectory....Pages 597-604
Self-Calibrating Ultrasound-to-CT Bone Registration....Pages 605-612
A Hand-Held Probe for Vibro-Elastography....Pages 613-620
Real-Time Quality Control of Tracked Ultrasound....Pages 621-630
Fully Truncated Cone-Beam Reconstruction on Pi Lines Using Prior CT....Pages 631-638
C-arm Calibration – Is it Really Necessary?....Pages 639-646
Laser Needle Guide for the Sonic Flashlight....Pages 647-653
Differential Fly-Throughs (DFT): A General Framework for Computing Flight Paths....Pages 654-661
Panoramic Views for Virtual Endoscopy....Pages 662-669
Toward Automatic Computer Aided Dental X-ray Analysis Using Level Set Method....Pages 670-678
Exploiting Temporal Information in Functional Magnetic Resonance Imaging Brain Data....Pages 679-687
Model-Based Analysis of Local Shape for Lesion Detection in CT Scans....Pages 688-695
Development of a Navigation-Based CAD System for Colon....Pages 696-703
A Prediction Framework for Cardiac Resynchronization Therapy Via 4D Cardiac Motion Analysis....Pages 704-711
Segmentation and Size Measurement of Polyps in CT Colonography....Pages 712-719
Quantitative Nodule Detection in Low Dose Chest CT Scans: New Template Modeling and Evaluation for CAD System Design....Pages 720-728
Graph Embedding to Improve Supervised Classification and Novel Class Detection: Application to Prostate Cancer....Pages 729-737
Quantification of Emphysema Severity by Histogram Analysis of CT Scans....Pages 738-744
Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data....Pages 745-752
Mosaicing of Confocal Microscopic In Vivo Soft Tissue Video Sequences....Pages 753-760
Segmentation and 3D Reconstruction of Microtubules in Total Internal Reflection Fluorescence Microscopy (TIRFM)....Pages 761-769
Ligament Strains Predict Knee Motion After Total Joint Replacement....Pages 770-777
A Boundary Element-Based Approach to Analysis of LV Deformation....Pages 778-785
Reconstruction of Cerebrospinal Fluid Flow in the Third Ventricle Based on MRI Data....Pages 786-793
Schwarz Meets Schwann: Design and Fabrication of Biomorphic Tissue Engineering Scaffolds....Pages 794-801
Automatic Detection and Segmentation of Robot-Assisted Surgical Motions....Pages 802-810
DaVinci Canvas: A Telerobotic Surgical System with Integrated, Robot-Assisted, Laparoscopic Ultrasound Capability....Pages 811-818
Design and Control of In-Vivo Magnetic Microrobots....Pages 819-826
3D Needle-Tissue Interaction Simulation for Prostate Brachytherapy....Pages 827-834
Development and Application of Functional Databases for Planning Deep-Brain Neurosurgical Procedures....Pages 835-842
Gaze-Contingent Soft Tissue Deformation Tracking for Minimally Invasive Robotic Surgery....Pages 843-850
Registration and Integration for Fluoroscopy Device Enhancement....Pages 851-858
Computer Aided Detection for Low-Dose CT Colonography....Pages 859-867
Photo-Realistic Tissue Reflectance Modelling for Minimally Invasive Surgical Simulation....Pages 868-875
Motion Tracking and Intensity Surface Recovery in Microscopic Nuclear Images....Pages 876-884
Towards Automated Cellular Image Segmentation for RNAi Genome-Wide Screening....Pages 885-892
Adaptive Spatio-Temporal Restoration for 4D Fluorescence Microscopic Imaging....Pages 893-901
Kinematic Geometry of Osteotomies....Pages 902-909
Predictive Camera Tracking for Bronchoscope Simulation with CONDensation....Pages 910-916
Experimental Validation of a 3D Dynamic Finite-Element Model of a Total Knee Replacement....Pages 917-924
An In Vitro Patient-Tailored Model of Human Cerebral Artery for Simulating Endovascular Intervention....Pages 925-932
Back Matter....Pages -