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Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015

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Table of Contents

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    Book Overview
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    Chapter 1 Computer-Aided Detection and Quantification of Intracranial Aneurysms
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    Chapter 2 Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso
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    Chapter 3 Detection of Glands and Villi by Collaboration of Domain Knowledge and Deep Learning
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    Chapter 4 Minimum S-Excess Graph for Segmenting and Tracking Multiple Borders with HMM
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    Chapter 5 Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming
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    Chapter 6 Automatic Dual-View Mass Detection in Full-Field Digital Mammograms
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    Chapter 7 Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection
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    Chapter 8 Computer-Aided Pulmonary Embolism Detection Using a Novel Vessel-Aligned Multi-planar Image Representation and Convolutional Neural Networks
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    Chapter 9 Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks
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    Chapter 10 MCI Identification by Joint Learning on Multiple MRI Data
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    Chapter 11 Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015
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    Chapter 12 Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images
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    Chapter 13 HoTPiG: A Novel Geometrical Feature for Vessel Morphometry and Its Application to Cerebral Aneurysm Detection
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    Chapter 14 Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough Forests and Learned Data Representations
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    Chapter 15 Improved Parkinson’s Disease Classification from Diffusion MRI Data by Fisher Vector Descriptors
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    Chapter 16 Automated Shape and Texture Analysis for Detection of Osteoarthritis from Radiographs of the Knee
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    Chapter 17 Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases
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    Chapter 18 Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM
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    Chapter 19 Automatic Graph-Based Localization of Cochlear Implant Electrodes in CT
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    Chapter 20 Towards Non-invasive Image-Based Early Diagnosis of Autism
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    Chapter 21 Identifying Connectome Module Patterns via New Balanced Multi-graph Normalized Cut
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    Chapter 22 Semantic 3-D Labeling of Ear Implants Using a Global Parametric Transition Prior
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    Chapter 23 Learning the Correlation Between Images and Disease Labels Using Ambiguous Learning
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    Chapter 24 Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters
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    Chapter 25 Dictionary Learning Based Image Descriptor for Myocardial Registration of CP-BOLD MR
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    Chapter 26 Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis
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    Chapter 27 Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration
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    Chapter 28 Topography-Based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation
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    Chapter 29 A Liver Atlas Using the Special Euclidean Group
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    Chapter 30 Multi-scale and Multimodal Fusion of Tract-tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains.
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    Chapter 31 Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases
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    Chapter 32 Mid-Space-Independent Symmetric Data Term for Pairwise Deformable Image Registration
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    Chapter 33 A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy
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    Chapter 34 Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015
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    Chapter 35 Uncertainty Quantification for LDDMM Using a Low-Rank Hessian Approximation
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    Chapter 36 A Stochastic Quasi-Newton Method for Non-Rigid Image Registration
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    Chapter 37 Locally Orderless Registration for Diffusion Weighted Images
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    Chapter 38 Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion
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    Chapter 39 Crossing-Lines Registration for Direct Electromagnetic Navigation
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    Chapter 40 A Robust Outlier Elimination Approach for Multimodal Retina Image Registration
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    Chapter 41 Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence Fields
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    Chapter 42 Combining Transversal and Longitudinal Registration in IVUS Studies
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    Chapter 43 Interpolation and Averaging of Multi-Compartment Model Images
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    Chapter 44 Structured Decision Forests for Multi-modal Ultrasound Image Registration
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    Chapter 45 A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases
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    Chapter 46 Distance Networks for Morphological Profiling and Characterization of DICCCOL Landmarks
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    Chapter 47 Which Metrics Should Be Used in Non-linear Registration Evaluation?
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    Chapter 48 Illustrative Visualization of Vascular Models for Static 2D Representations
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    Chapter 49 Perfusion Paths: Inference of Voxelwise Blood Flow Trajectories in CT Perfusion
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    Chapter 50 Automatic Prostate Brachytherapy Preplanning Using Joint Sparse Analysis
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    Chapter 51 Bayesian Personalization of Brain Tumor Growth Model
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    Chapter 52 Learning Patient-Specific Lumped Models for Interactive Coronary Blood Flow Simulations
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    Chapter 53 Vito – A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling
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    Chapter 54 Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation
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    Chapter 55 Computational Sonography
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    Chapter 56 Hierarchical Shape Distributions for Automatic Identification of 3D Diastolic Vortex Rings from 4D Flow MRI
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    Chapter 57 Robust CT Synthesis for Radiotherapy Planning: Application to the Head and Neck Region
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    Chapter 58 Mean Aneurysm Flow Amplitude Ratio Comparison between DSA and CFD
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    Chapter 59 Application of L0-Norm Regularization to Epicardial Potential Reconstruction
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    Chapter 60 MRI-Based Lesion Profiling of Epileptogenic Cortical Malformations
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    Chapter 61 Patient-specific 3D Ultrasound Simulation Based on Convolutional Ray-tracing and Appearance Optimization
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    Chapter 62 Robust Transmural Electrophysiological Imaging: Integrating Sparse and Dynamic Physiological Models into ECG-Based Inference
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    Chapter 63 Estimating Biophysical Parameters from BOLD Signals through Evolutionary-Based Optimization
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    Chapter 64 Radiopositive Tissue Displacement Compensation for SPECT-guided Surgery
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    Chapter 65 A Partial Domain Approach to Enable Aortic Flow Simulation Without Turbulent Modeling
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    Chapter 66 Flexible Reconstruction and Correction of Unpredictable Motion from Stacks of 2D Images
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    Chapter 67 Efficient Preconditioning in Joint Total Variation Regularized Parallel MRI Reconstruction
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    Chapter 68 Accessible Digital Ophthalmoscopy Based on Liquid-Lens Technology
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    Chapter 69 Estimate, Compensate, Iterate: Joint Motion Estimation and Compensation in 4-D Cardiac C-arm Computed Tomography
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    Chapter 70 Robust Prediction of Clinical Deep Brain Stimulation Target Structures via the Estimation of Influential High-Field MR Atlases
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    Chapter 71 RF Ultrasound Distribution-Based Confidence Maps
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    Chapter 72 Prospective Prediction of Thin-Cap Fibroatheromas from Baseline Virtual Histology Intravascular Ultrasound Data
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    Chapter 73 Cooperative Robotic Gamma Imaging: Enhancing US-guided Needle Biopsy
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    Chapter 74 Bayesian Tomographic Reconstruction Using Riemannian MCMC
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    Chapter 75 A Landmark-Based Approach for Robust Estimation of Exposure Index Values in Digital Radiography
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    Chapter 76 Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization
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    Chapter 77 Robust PET Motion Correction Using Non-local Spatio-temporal Priors
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    Chapter 78 Subject-specific Models for the Analysis of Pathological FDG PET Data
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    Chapter 79 Hierarchical Reconstruction of 7T-like Images from 3T MRI Using Multi-level CCA and Group Sparsity
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    Chapter 80 Robust Spectral Denoising for Water-Fat Separation in Magnetic Resonance Imaging
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    Chapter 81 Scale Factor Point Spread Function Matching: Beyond Aliasing in Image Resampling
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    Chapter 82 Analytic Quantification of Bias and Variance of Coil Sensitivity Profile Estimators for Improved Image Reconstruction in MRI
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    Chapter 83 Mobile C-arm 3D Reconstruction in the Presence of Uncertain Geometry
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    Chapter 84 Fast Preconditioning for Accelerated Multi-contrast MRI Reconstruction
Attention for Chapter 61: Patient-specific 3D Ultrasound Simulation Based on Convolutional Ray-tracing and Appearance Optimization
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Chapter title
Patient-specific 3D Ultrasound Simulation Based on Convolutional Ray-tracing and Appearance Optimization
Chapter number 61
Book title
Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015
Published by
Springer, Cham, October 2015
DOI 10.1007/978-3-319-24571-3_61
Book ISBNs
978-3-31-924570-6, 978-3-31-924571-3
Authors

Mehrdad Salehi, Seyed-Ahmad Ahmadi, Raphael Prevost, Nassir Navab, Wolfgang Wein, Salehi, Mehrdad, Ahmadi, Seyed-Ahmad, Prevost, Raphael, Navab, Nassir, Wein, Wolfgang

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 89 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 89 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 6 7%
Student > Ph. D. Student 5 6%
Researcher 4 4%
Student > Bachelor 2 2%
Other 1 1%
Other 3 3%
Unknown 68 76%
Readers by discipline Count As %
Computer Science 11 12%
Engineering 7 8%
Medicine and Dentistry 1 1%
Biochemistry, Genetics and Molecular Biology 1 1%
Unknown 69 78%