Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2010 Pt. III: 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part III

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. Front Matter....Pages - Combining Morphological Information in a Manifold Learning Framework: Application to Neonatal MRI....Pages 1-8 Fast Random Walker with Priors Using Precomputation for Interactive Medical Image Segmentation....Pages 9-16 Extraction of the Plane of Minimal Cross-Sectional Area of the Corpus Callosum Using Template-Driven Segmentation....Pages 17-24 Incorporating Priors on Expert Performance Parameters for Segmentation Validation and Label Fusion: A Maximum a Posteriori STAPLE....Pages 25-32 Automated Segmentation of 3-D Spectral OCT Retinal Blood Vessels by Neural Canal Opening False Positive Suppression....Pages 33-40 Detection of Gad-Enhancing Lesions in Multiple Sclerosis Using Conditional Random Fields....Pages 41-48 Automated Sulci Identification via Intrinsic Modeling of Cortical Anatomy....Pages 49-56 In Vivo MRI Assessment of Knee Cartilage in the Medial Meniscal Tear Model of Osteoarthritis in Rats....Pages 57-64 Construction of Neuroanatomical Shape Complex Atlas from 3D Brain MRI....Pages 65-72 Non-parametric Iterative Model Constraint Graph min-cut for Automatic Kidney Segmentation....Pages 73-80 Synthetic MRI Signal Standardization: Application to Multi-atlas Analysis....Pages 81-88 Multi-organ Segmentation from Multi-phase Abdominal CT via 4D Graphs Using Enhancement, Shape and Location Optimization....Pages 89-96 A Semi-automatic Method for Segmentation of the Carotid Bifurcation and Bifurcation Angle Quantification on Black Blood MRA....Pages 97-104 Standing on the Shoulders of Giants : Improving Medical Image Segmentation via Bias Correction....Pages 105-112 Layout Consistent Segmentation of 3-D Meshes via Conditional Random Fields and Spatial Ordering Constraints....Pages 113-120 Cross-Visit Tumor Sub-segmentation and Registration with Outlier Rejection for Dynamic Contrast-Enhanced MRI Time Series Data....Pages 121-128 Nonlocal Patch-Based Label Fusion for Hippocampus Segmentation....Pages 129-136 Cellular Automata Segmentation of Brain Tumors on Post Contrast MR Images....Pages 137-146 Agreement-Based Semi-supervised Learning for Skull Stripping....Pages 147-154 Construction of Patient Specific Atlases from Locally Most Similar Anatomical Pieces....Pages 155-162 Automatic Lung Lobe Segmentation Using Particles, Thin Plate Splines, and Maximum a Posteriori Estimation....Pages 163-171 Graph Search with Appearance and Shape Information for 3-D Prostate and Bladder Segmentation....Pages 172-180 Segmentation of Cortical MS Lesions on MRI Using Automated Laminar Profile Shape Analysis....Pages 181-188 3D Knowledge-Based Segmentation Using Pose-Invariant Higher-Order Graphs....Pages 189-196 Markov Random Field driven Region-Based Active Contour Model (MaRACel): Application to Medical Image Segmentation....Pages 197-204 Predicting Target Vessel Location for Improved Planning of Robot-Assisted CABG Procedures....Pages 205-212 Quantification of Prostate Deformation due to Needle Insertion during TRUS-guided Biopsy....Pages 213-220 Optimized Anisotropic Rotational Invariant Diffusion Scheme on Cone-Beam CT....Pages 221-228 Control of Articulated Snake Robot under Dynamic Active Constraints....Pages 229-236 Estimating Radiation Exposure in Interventional Environments....Pages 237-244 Force Adaptive Multi-spectral Imaging with an Articulated Robotic Endoscope....Pages 245-252 Motion Tracking in Narrow Spaces: A Structured Light Approach....Pages 253-260 Tracking of Irregular Graphical Structures for Tissue Deformation Recovery in Minimally Invasive Surgery....Pages 261-268 Graph Based Interactive Detection of Curve Structures in 2D Fluoroscopy....Pages 269-277 Automated Digital Dental Articulation....Pages 278-286 Image-Based Respiratory Motion Compensation for Fluoroscopic Coronary Roadmapping....Pages 287-294 Surgical Task and Skill Classification from Eye Tracking and Tool Motion in Minimally Invasive Surgery....Pages 295-302 Micro-force Sensing in Robot Assisted Membrane Peeling for Vitreoretinal Surgery....Pages 303-310 C-arm Pose Estimation in Prostate Brachytherapy by Registration to Ultrasound....Pages 311-318 Cognitive Burden Estimation for Visuomotor Learning with fNIRS....Pages 319-326 Prediction Framework for Statistical Respiratory Motion Modeling....Pages 327-334 Image Estimation from Marker Locations for Dose Calculation in Prostate Radiation Therapy....Pages 335-342 A Machine Learning Approach for Deformable Guide-Wire Tracking in Fluoroscopic Sequences....Pages 343-350 Collaborative Tracking for MRI-Guided Robotic Intervention on the Beating Heart....Pages 351-358 Calibration and Use of Intraoperative Cone-Beam Computed Tomography: An In-Vitro Study for Wrist Fracture....Pages 359-366 A Strain Energy Filter for 3D Vessel Enhancement....Pages 367-374 Virtual Stent Grafting in Personalized Surgical Planning for Treatment of Aortic Aneurysms Using Image-Based Computational Fluid Dynamics....Pages 375-382 MRI-Guided Robotic Prostate Biopsy: A Clinical Accuracy Validation....Pages 383-391 Online 4-D CT Estimation for Patient-Specific Respiratory Motion Based on Real-Time Breathing Signals....Pages 392-399 Modeling and Segmentation of Surgical Workflow from Laparoscopic Video....Pages 400-407 Fused Video and Ultrasound Images for Minimally Invasive Partial Nephrectomy: A Phantom Study....Pages 408-415 Probabilistic 4D Blood Flow Mapping....Pages 416-423 Rotational Encoding of C-arm Fluoroscope with Tilt Sensing Accelerometer....Pages 424-431 Robotic Hand-Held Surgical Device: Evaluation of End-Effector’s Kinematics and Development of Proof-of-Concept Prototypes....Pages 432-439 Guide-Wire Extraction through Perceptual Organization of Local Segments in Fluoroscopic Images....Pages 440-448 Single-Projection Based Volumetric Image Reconstruction and 3D Tumor Localization in Real Time for Lung Cancer Radiotherapy....Pages 449-456 A Method for Planning Safe Trajectories in Image-Guided Keyhole Neurosurgery....Pages 457-464 Adaptive Multispectral Illumination for Retinal Microsurgery....Pages 465-472 Motion Artifact Correction of Multi-Photon Imaging of Awake Mice Models Using Speed Embedded HMM....Pages 473-480 Diagnostic Radiograph Based 3D Bone Reconstruction Framework: Application to Osteotomy Surgical Planning....Pages 481-488 Comparative Analysis of Quasi-Conformal Deformations in Shape Space....Pages 489-496 Establishing Spatial Correspondence between the Inner Colon Surfaces from Prone and Supine CT Colonography....Pages 497-504 Heat Kernel Smoothing Using Laplace-Beltrami Eigenfunctions....Pages 505-512 Under-Determined Non-cartesian MR Reconstruction with Non-convex Sparsity Promoting Analysis Prior....Pages 513-520 A Statistical Approach for Achievable Dose Querying in IMRT Planning....Pages 521-528 Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures....Pages 529-537 Shape Analysis of Vestibular Systems in Adolescent Idiopathic Scoliosis Using Geodesic Spectra....Pages 538-546 Value-Based Noise Reduction for Low-Dose Dual-Energy Computed Tomography....Pages 547-554 Automatic Detection of Anatomical Features on 3D Ear Impressions for Canonical Representation....Pages 555-562 Probabilistic Multi-Shape Representation Using an Isometric Log-Ratio Mapping....Pages 563-570 Efficient Robust Reconstruction of Dynamic PET Activity Maps with Radioisotope Decay Constraints....Pages 571-578 Nonlinear Embedding towards Articulated Spine Shape Inference Using Higher-Order MRFs....Pages 579-586 Improved Method for Point-Based Tracking....Pages 587-594 A Texton-Based Approach for the Classification of Lung Parenchyma in CT Images....Pages 595-602 Active Learning for an Efficient Training Strategy of Computer-Aided Diagnosis Systems: Application to Diabetic Retinopathy Screening....Pages 603-610 Sparse Bayesian Learning for Identifying Imaging Biomarkers in AD Prediction....Pages 611-618 Computer-Aided Detection of Pulmonary Pathology in Pediatric Chest Radiographs....Pages 619-625 Toward Precise Pulmonary Nodule Descriptors for Nodule Type Classification....Pages 626-633 Morphology-Guided Graph Search for Untangling Objects: C. elegans Analysis....Pages 634-641 Automatic Cephalometric Evaluation of Patients Suffering from Sleep-Disordered Breathing....Pages 642-649 Fusion of Local and Global Detection Systems to Detect Tuberculosis in Chest Radiographs....Pages 650-657 Novel Morphometric Based Classification via Diffeomorphic Based Shape Representation Using Manifold Learning....Pages 658-665 Semi Supervised Multi Kernel (SeSMiK) Graph Embedding: Identifying Aggressive Prostate Cancer via Magnetic Resonance Imaging and Spectroscopy....Pages 666-673 Back Matter....Pages - 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 Annotation The three-volume set LNCS 6361, 6362 and 6363 constitutes the refereed proceedings of the 13th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2010, held in Beijing, China, in September 2010. Based on rigorous peer reviews, the program committee carefully selected 251 revised papers from 786 submissions for presentation in three volumes. The third volume includes 83 papers organized in topical sections on segmentation and modeling, robotics, motion modeling and computer-assisted interventions, image reconstruction, enhancement and representation, and computer-aided diagnosis