Ebook: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012: 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I

The three-volume set LNCS 7510, 7511, and 7512 constitutes the refereed proceedings of the 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2012, held in Nice, France, in October 2012. Based on rigorous peer reviews, the program committee carefully selected 252 revised papers from 781 submissions for presentation in three volumes. The first volume includes 91 papers organized in topical sections on abdominal imaging, computer-assisted interventions and robotics; computer-aided diagnosis and planning; image reconstruction and enhancement; analysis of microscopic and optical images; computer-assisted interventions and robotics; image segmentation; cardiovascular imaging; and brain imaging: structure, function and disease evolution.

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The three-volume set LNCS 7510, 7511, and 7512 constitutes the refereed proceedings of the 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2012, held in Nice, France, in October 2012. Based on rigorous peer reviews, the program committee carefully selected 252 revised papers from 781 submissions for presentation in three volumes. The first volume includes 91 papers organized in topical sections on abdominal imaging, computer-assisted interventions and robotics; computer-aided diagnosis and planning; image reconstruction and enhancement; analysis of microscopic and optical images; computer-assisted interventions and robotics; image segmentation; cardiovascular imaging; and brain imaging: structure, function and disease evolution.

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The three-volume set LNCS 7510, 7511, and 7512 constitutes the refereed proceedings of the 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2012, held in Nice, France, in October 2012. Based on rigorous peer reviews, the program committee carefully selected 252 revised papers from 781 submissions for presentation in three volumes. The first volume includes 91 papers organized in topical sections on abdominal imaging, computer-assisted interventions and robotics; computer-aided diagnosis and planning; image reconstruction and enhancement; analysis of microscopic and optical images; computer-assisted interventions and robotics; image segmentation; cardiovascular imaging; and brain imaging: structure, function and disease evolution.
Content:
Front Matter....Pages -
Reliable Assessment of Perfusivity and Diffusivity from Diffusion Imaging of the Body....Pages 1-9
Multi-organ Abdominal CT Segmentation Using Hierarchically Weighted Subject-Specific Atlases....Pages 10-17
Radiation-Free Drill Guidance in Interlocking of Intramedullary Nails....Pages 18-25
Developing Essential Rigid-Flexible Outer Sheath to Enable Novel Multi-piercing Surgery....Pages 26-33
Surgical Gesture Classification from Video Data....Pages 34-41
Remote Ultrasound Palpation for Robotic Interventions Using Absolute Elastography....Pages 42-49
Modeling and Real-Time Simulation of a Vascularized Liver Tissue....Pages 50-57
Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors....Pages 58-65
Population-Based Design of Mandibular Plates Based on Bone Quality and Morphology....Pages 66-73
Thoracic Abnormality Detection with Data Adaptive Structure Estimation....Pages 74-81
Domain Transfer Learning for MCI Conversion Prediction....Pages 82-90
Simulation of Pneumoperitoneum for Laparoscopic Surgery Planning....Pages 91-98
Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations....Pages 99-106
Fuzzy Multi-class Statistical Modeling for Efficient Total Lesion Metabolic Activity Estimation from Realistic PET Images....Pages 107-114
Structure and Context in Prostatic Gland Segmentation and Classification....Pages 115-123
Quantitative Characterization of Trabecular Bone Micro-architecture Using Tensor Scale and Multi-Detector CT Imaging....Pages 124-131
Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD....Pages 132-140
Robust MR Spine Detection Using Hierarchical Learning and Local Articulated Model....Pages 141-148
Spatiotemporal Reconstruction of the Breathing Function....Pages 149-156
A Visual Latent Semantic Approach for Automatic Analysis and Interpretation of Anaplastic Medulloblastoma Virtual Slides....Pages 157-164
Detection of Spontaneous Vesicle Release at Individual Synapses Using Multiple Wavelets in a CWT-Based Algorithm....Pages 165-172
An Adaptive Method of Tracking Anatomical Curves in X-Ray Sequences....Pages 173-180
Directional Interpolation for Motion Weighted 4D Cone-Beam CT Reconstruction....Pages 181-188
Accurate and Efficient Linear Structure Segmentation by Leveraging Ad Hoc Features with Learned Filters....Pages 189-197
Compensating Motion Artifacts of 3D in vivo SD-OCT Scans....Pages 198-205
Classification of Ambiguous Nerve Fiber Orientations in 3D Polarized Light Imaging....Pages 206-213
Non-local Means Resolution Enhancement of Lung 4D-CT Data....Pages 214-222
Compressed Sensing Dynamic Reconstruction in Rotational Angiography....Pages 223-230
Bi-exponential Magnetic Resonance Signal Model for Partial Volume Computation....Pages 231-238
3D Lung Tumor Motion Model Extraction from 2D Projection Images of Mega-voltage Cone Beam CT via Optimal Graph Search....Pages 239-246
Atlas Construction via Dictionary Learning and Group Sparsity....Pages 247-255
Dictionary Learning and Time Sparsity in Dynamic MRI....Pages 256-263
Joint Reconstruction of Image and Motion in MRI: Implicit Regularization Using an Adaptive 3D Mesh....Pages 264-271
Sparsity-Based Deconvolution of Low-Dose Perfusion CT Using Learned Dictionaries....Pages 272-280
Fast Multi-contrast MRI Reconstruction....Pages 281-288
Steady-State Model of the Radio-Pharmaceutical Uptake for MR-PET....Pages 289-297
Oriented Pattern Analysis for Streak Detection in Dermoscopy Images....Pages 298-306
Automated Foveola Localization in Retinal 3D-OCT Images Using Structural Support Vector Machine Prediction....Pages 307-314
Intrinsic Melanin and Hemoglobin Colour Components for Skin Lesion Malignancy Detection....Pages 315-322
Anisotropic ssTEM Image Segmentation Using Dense Correspondence across Sections....Pages 323-330
Multi-object Spring Level Sets (MUSCLE)....Pages 495-503
Combining CRF and Multi-hypothesis Detection for Accurate Lesion Segmentation in Breast Sonograms....Pages 504-511
Hierarchical Manifold Learning....Pages 512-519
Vertebral Body Segmentation in MRI via Convex Relaxation and Distribution Matching....Pages 520-527
Evaluating Segmentation Error without Ground Truth....Pages 528-536
Rotational-Slice-Based Prostate Segmentation Using Level Set with Shape Constraint for 3D End-Firing TRUS Guided Biopsy....Pages 537-544
Segmentation of Biological Target Volumes on Multi-tracer PET Images Based on Information Fusion for Achieving Dose Painting in Radiotherapy....Pages 545-552
Local Implicit Modeling of Blood Vessels for Interactive Simulation....Pages 553-560
Real-Time 3D Image Segmentation by User-Constrained Template Deformation....Pages 561-568
Prior Knowledge, Random Walks and Human Skeletal Muscle Segmentation....Pages 569-576
Similarity-Based Appearance-Prior for Fitting a Subdivision Mesh in Gene Expression Images....Pages 577-584
Learning Context Cues for Synapse Segmentation in EM Volumes....Pages 585-592
Estimation of the Prior Distribution of Ground Truth in the STAPLE Algorithm: An Empirical Bayesian Approach....Pages 593-600
Unified Geometry and Topology Correction for Cortical Surface Reconstruction with Intrinsic Reeb Analysis....Pages 601-608
Automatic Detection and Classification of Teeth in CT Data....Pages 609-616
Strain-Based Regional Nonlinear Cardiac Material Properties Estimation from Medical Images....Pages 617-624
Frangi Goes US : Multiscale Tubular Structure Detection Adapted to 3D Ultrasound....Pages 625-633
Limited Angle C-Arm Tomography and Segmentation for Guidance of Atrial Fibrillation Ablation Procedures....Pages 634-641
Automatic Non-rigid Temporal Alignment of IVUS Sequences....Pages 642-650
Stochastic 3D Motion Compensation of Coronary Arteries from Monoplane Angiograms....Pages 651-658
A Fast Convex Optimization Approach to Segmenting 3D Scar Tissue from Delayed-Enhancement Cardiac MR Images....Pages 659-666
Robust Motion Correction in the Frequency Domain of Cardiac MR Stress Perfusion Sequences....Pages 667-674
Localization of Sparse Transmural Excitation Stimuli from Surface Mapping....Pages 675-682
Automated Intraventricular Septum Segmentation Using Non-local Spatio-temporal Priors....Pages 683-690
Active Shape Model with Inter-profile Modeling Paradigm for Cardiac Right Ventricle Segmentation....Pages 691-698
Tractometer: Online Evaluation System for Tractography....Pages 699-706
A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference....Pages 707-714
From Brain Connectivity Models to Identifying Foci of a Neurological Disorder....Pages 715-722
Deriving Statistical Significance Maps for SVM Based Image Classification and Group Comparisons....Pages 723-730
Analysis of Longitudinal Shape Variability via Subject Specific Growth Modeling....Pages 731-738
Regional Flux Analysis of Longitudinal Atrophy in Alzheimer’s Disease....Pages 739-746
Erratum: Localization of Sparse Transmural Excitation Stimuli from Surface Mapping....Pages E1-E1
Back Matter....Pages -

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The three-volume set LNCS 7510, 7511, and 7512 constitutes the refereed proceedings of the 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2012, held in Nice, France, in October 2012. Based on rigorous peer reviews, the program committee carefully selected 252 revised papers from 781 submissions for presentation in three volumes. The first volume includes 91 papers organized in topical sections on abdominal imaging, computer-assisted interventions and robotics; computer-aided diagnosis and planning; image reconstruction and enhancement; analysis of microscopic and optical images; computer-assisted interventions and robotics; image segmentation; cardiovascular imaging; and brain imaging: structure, function and disease evolution.
Content:
Front Matter....Pages -
Reliable Assessment of Perfusivity and Diffusivity from Diffusion Imaging of the Body....Pages 1-9
Multi-organ Abdominal CT Segmentation Using Hierarchically Weighted Subject-Specific Atlases....Pages 10-17
Radiation-Free Drill Guidance in Interlocking of Intramedullary Nails....Pages 18-25
Developing Essential Rigid-Flexible Outer Sheath to Enable Novel Multi-piercing Surgery....Pages 26-33
Surgical Gesture Classification from Video Data....Pages 34-41
Remote Ultrasound Palpation for Robotic Interventions Using Absolute Elastography....Pages 42-49
Modeling and Real-Time Simulation of a Vascularized Liver Tissue....Pages 50-57
Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors....Pages 58-65
Population-Based Design of Mandibular Plates Based on Bone Quality and Morphology....Pages 66-73
Thoracic Abnormality Detection with Data Adaptive Structure Estimation....Pages 74-81
Domain Transfer Learning for MCI Conversion Prediction....Pages 82-90
Simulation of Pneumoperitoneum for Laparoscopic Surgery Planning....Pages 91-98
Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations....Pages 99-106
Fuzzy Multi-class Statistical Modeling for Efficient Total Lesion Metabolic Activity Estimation from Realistic PET Images....Pages 107-114
Structure and Context in Prostatic Gland Segmentation and Classification....Pages 115-123
Quantitative Characterization of Trabecular Bone Micro-architecture Using Tensor Scale and Multi-Detector CT Imaging....Pages 124-131
Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD....Pages 132-140
Robust MR Spine Detection Using Hierarchical Learning and Local Articulated Model....Pages 141-148
Spatiotemporal Reconstruction of the Breathing Function....Pages 149-156
A Visual Latent Semantic Approach for Automatic Analysis and Interpretation of Anaplastic Medulloblastoma Virtual Slides....Pages 157-164
Detection of Spontaneous Vesicle Release at Individual Synapses Using Multiple Wavelets in a CWT-Based Algorithm....Pages 165-172
An Adaptive Method of Tracking Anatomical Curves in X-Ray Sequences....Pages 173-180
Directional Interpolation for Motion Weighted 4D Cone-Beam CT Reconstruction....Pages 181-188
Accurate and Efficient Linear Structure Segmentation by Leveraging Ad Hoc Features with Learned Filters....Pages 189-197
Compensating Motion Artifacts of 3D in vivo SD-OCT Scans....Pages 198-205
Classification of Ambiguous Nerve Fiber Orientations in 3D Polarized Light Imaging....Pages 206-213
Non-local Means Resolution Enhancement of Lung 4D-CT Data....Pages 214-222
Compressed Sensing Dynamic Reconstruction in Rotational Angiography....Pages 223-230
Bi-exponential Magnetic Resonance Signal Model for Partial Volume Computation....Pages 231-238
3D Lung Tumor Motion Model Extraction from 2D Projection Images of Mega-voltage Cone Beam CT via Optimal Graph Search....Pages 239-246
Atlas Construction via Dictionary Learning and Group Sparsity....Pages 247-255
Dictionary Learning and Time Sparsity in Dynamic MRI....Pages 256-263
Joint Reconstruction of Image and Motion in MRI: Implicit Regularization Using an Adaptive 3D Mesh....Pages 264-271
Sparsity-Based Deconvolution of Low-Dose Perfusion CT Using Learned Dictionaries....Pages 272-280
Fast Multi-contrast MRI Reconstruction....Pages 281-288
Steady-State Model of the Radio-Pharmaceutical Uptake for MR-PET....Pages 289-297
Oriented Pattern Analysis for Streak Detection in Dermoscopy Images....Pages 298-306
Automated Foveola Localization in Retinal 3D-OCT Images Using Structural Support Vector Machine Prediction....Pages 307-314
Intrinsic Melanin and Hemoglobin Colour Components for Skin Lesion Malignancy Detection....Pages 315-322
Anisotropic ssTEM Image Segmentation Using Dense Correspondence across Sections....Pages 323-330
Multi-object Spring Level Sets (MUSCLE)....Pages 495-503
Combining CRF and Multi-hypothesis Detection for Accurate Lesion Segmentation in Breast Sonograms....Pages 504-511
Hierarchical Manifold Learning....Pages 512-519
Vertebral Body Segmentation in MRI via Convex Relaxation and Distribution Matching....Pages 520-527
Evaluating Segmentation Error without Ground Truth....Pages 528-536
Rotational-Slice-Based Prostate Segmentation Using Level Set with Shape Constraint for 3D End-Firing TRUS Guided Biopsy....Pages 537-544
Segmentation of Biological Target Volumes on Multi-tracer PET Images Based on Information Fusion for Achieving Dose Painting in Radiotherapy....Pages 545-552
Local Implicit Modeling of Blood Vessels for Interactive Simulation....Pages 553-560
Real-Time 3D Image Segmentation by User-Constrained Template Deformation....Pages 561-568
Prior Knowledge, Random Walks and Human Skeletal Muscle Segmentation....Pages 569-576
Similarity-Based Appearance-Prior for Fitting a Subdivision Mesh in Gene Expression Images....Pages 577-584
Learning Context Cues for Synapse Segmentation in EM Volumes....Pages 585-592
Estimation of the Prior Distribution of Ground Truth in the STAPLE Algorithm: An Empirical Bayesian Approach....Pages 593-600
Unified Geometry and Topology Correction for Cortical Surface Reconstruction with Intrinsic Reeb Analysis....Pages 601-608
Automatic Detection and Classification of Teeth in CT Data....Pages 609-616
Strain-Based Regional Nonlinear Cardiac Material Properties Estimation from Medical Images....Pages 617-624
Frangi Goes US : Multiscale Tubular Structure Detection Adapted to 3D Ultrasound....Pages 625-633
Limited Angle C-Arm Tomography and Segmentation for Guidance of Atrial Fibrillation Ablation Procedures....Pages 634-641
Automatic Non-rigid Temporal Alignment of IVUS Sequences....Pages 642-650
Stochastic 3D Motion Compensation of Coronary Arteries from Monoplane Angiograms....Pages 651-658
A Fast Convex Optimization Approach to Segmenting 3D Scar Tissue from Delayed-Enhancement Cardiac MR Images....Pages 659-666
Robust Motion Correction in the Frequency Domain of Cardiac MR Stress Perfusion Sequences....Pages 667-674
Localization of Sparse Transmural Excitation Stimuli from Surface Mapping....Pages 675-682
Automated Intraventricular Septum Segmentation Using Non-local Spatio-temporal Priors....Pages 683-690
Active Shape Model with Inter-profile Modeling Paradigm for Cardiac Right Ventricle Segmentation....Pages 691-698
Tractometer: Online Evaluation System for Tractography....Pages 699-706
A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference....Pages 707-714
From Brain Connectivity Models to Identifying Foci of a Neurological Disorder....Pages 715-722
Deriving Statistical Significance Maps for SVM Based Image Classification and Group Comparisons....Pages 723-730
Analysis of Longitudinal Shape Variability via Subject Specific Growth Modeling....Pages 731-738
Regional Flux Analysis of Longitudinal Atrophy in Alzheimer’s Disease....Pages 739-746
Erratum: Localization of Sparse Transmural Excitation Stimuli from Surface Mapping....Pages E1-E1
Back Matter....Pages -
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