Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Biomechanically Driven Registration of Pre- to Intra-Operative 3D Images for Laparoscopic Surgery
3. Altmetric Badge
   Chapter 2 A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration
4. Altmetric Badge
   Chapter 3 Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes
5. Altmetric Badge
   Chapter 4 Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images with Explicit Orientation Optimization
6. Altmetric Badge
   Chapter 5 Atlas Construction for Dynamic (4D) PET Using Diffeomorphic Transformations
7. Altmetric Badge
   Chapter 6 Random Walks with Efficient Search and Contextually Adapted Image Similarity for Deformable Registration
8. Altmetric Badge
   Chapter 7 A Histology-Based Model of Quantitative T1 Contrast for In-vivo Cortical Parcellation of High-Resolution 7 Tesla Brain MR Images
9. Altmetric Badge
   Chapter 8 Apoptosis Detection for Non-adherent Cells in Time-lapse Phase Contrast Microscopy
10. Altmetric Badge
    Chapter 9 Pathological Site Retargeting under Tissue Deformation Using Geometrical Association and Tracking
11. Altmetric Badge
    Chapter 10 Optic Disc and Cup Segmentation from Color Fundus Photograph Using Graph Cut with Priors
12. Altmetric Badge
    Chapter 11 A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases
13. Altmetric Badge
    Chapter 12 Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid Matching
14. Altmetric Badge
    Chapter 13 Registration of Free-Breathing 3D+t Abdominal Perfusion CT Images via Co-segmentation
15. Altmetric Badge
    Chapter 14 Respiratory Motion Compensation with Relevance Vector Machines
16. Altmetric Badge
    Chapter 15 Real-Time Respiratory Motion Analysis Using Manifold Ray Casting of Volumetrically Fused Multi-view Range Imaging
17. Altmetric Badge
    Chapter 16 Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013
18. Altmetric Badge
    Chapter 17 Respiratory Motion Correction in Dynamic-MRI: Application to Small Bowel Motility Quantification during Free Breathing
19. Altmetric Badge
    Chapter 18 Non-rigid Deformation Pipeline for Compensation of Superficial Brain Shift
20. Altmetric Badge
    Chapter 19 A Symmetric 4D Registration Algorithm for Respiratory Motion Modeling
21. Altmetric Badge
    Chapter 20 Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models
22. Altmetric Badge
    Chapter 21 Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images
23. Altmetric Badge
    Chapter 22 An Automatic Multi-atlas Segmentation of the Prostate in Transrectal Ultrasound Images Using Pairwise Atlas Shape Similarity
24. Altmetric Badge
    Chapter 23 Accurate bone segmentation in 2D radiographs using fully automatic shape model matching based on regression-voting.
25. Altmetric Badge
    Chapter 24 Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape Models
26. Altmetric Badge
    Chapter 25 Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013
27. Altmetric Badge
    Chapter 26 Image Segmentation Errors Correction by Mesh Segmentation and Deformation
28. Altmetric Badge
    Chapter 27 Semi-Supervised and Active Learning for Automatic Segmentation of Crohn’s Disease
29. Altmetric Badge
    Chapter 28 Hierarchical Constrained Local Model Using ICA and Its Application to Down Syndrome Detection
30. Altmetric Badge
    Chapter 29 Learning from Multiple Experts with Random Forests: Application to the Segmentation of the Midbrain in 3D Ultrasound
31. Altmetric Badge
    Chapter 30 Variable Importance in Nonlinear Kernels (VINK): Classification of Digitized Histopathology
32. Altmetric Badge
    Chapter 31 Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network.
33. Altmetric Badge
    Chapter 32 Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation
34. Altmetric Badge
    Chapter 33 Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations
35. Altmetric Badge
    Chapter 34 A Multi-task Learning Approach for Compartmental Model Parameter Estimation in DCE-CT Sequences
36. Altmetric Badge
    Chapter 35 Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study
37. Altmetric Badge
    Chapter 36 Quantitative airway analysis in longitudinal studies using groupwise registration and 4D optimal surfaces.
38. Altmetric Badge
    Chapter 37 Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk
39. Altmetric Badge
    Chapter 38 Multifold Bayesian kernelization in Alzheimer's diagnosis.
40. Altmetric Badge
    Chapter 39 High-Order Graph Matching Based Feature Selection for Alzheimer’s Disease Identification
41. Altmetric Badge
    Chapter 40 Identification of MCI Using Optimal Sparse MAR Modeled Effective Connectivity Networks
42. Altmetric Badge
    Chapter 41 Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields
43. Altmetric Badge
    Chapter 42 Measurement of myelin in the preterm brain: multi-compartment diffusion imaging and multi-component T2 relaxometry.
44. Altmetric Badge
    Chapter 43 Stent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound Images
45. Altmetric Badge
    Chapter 44 Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture Comparisons
46. Altmetric Badge
    Chapter 45 Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase Features
47. Altmetric Badge
    Chapter 46 Learning-Based Modeling of Endovascular Navigation for Collaborative Robotic Catheterization
48. Altmetric Badge
    Chapter 47 Incremental Learning with Selective Memory (ILSM): Towards Fast Prostate Localization for Image Guided Radiotherapy
49. Altmetric Badge
    Chapter 48 A Tensor-Based Population Value Decomposition to Explain Rectal Toxicity after Prostate Cancer Radiotherapy
50. Altmetric Badge
    Chapter 49 Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment
51. Altmetric Badge
    Chapter 50 A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection
52. Altmetric Badge
    Chapter 51 Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks
53. Altmetric Badge
    Chapter 52 Learning to Segment Neurons with Non-local Quality Measures
54. Altmetric Badge
    Chapter 53 Analysis of Trabecular Bone Microstructure Using Contour Tree Connectivity
55. Altmetric Badge
    Chapter 54 Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images
56. Altmetric Badge
    Chapter 55 Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov Model
57. Altmetric Badge
    Chapter 56 Discriminative data transform for image feature extraction and classification.
58. Altmetric Badge
    Chapter 57 Automated Embryo Stage Classification in Time-Lapse Microscopy Video of Early Human Embryo Development
59. Altmetric Badge
    Chapter 58 Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression
60. Altmetric Badge
    Chapter 59 3D Intraventricular Flow Mapping from Colour Doppler Images and Wall Motion
61. Altmetric Badge
    Chapter 60 Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013
62. Altmetric Badge
    Chapter 61 Joint Statistics on Cardiac Shape and Fiber Architecture
63. Altmetric Badge
    Chapter 62 Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing
64. Altmetric Badge
    Chapter 63 Cardiac Fiber Inpainting Using Cartan Forms
65. Altmetric Badge
    Chapter 64 Sequential Monte Carlo Tracking for Marginal Artery Segmentation on CT Angiography by Multiple Cue Fusion
66. Altmetric Badge
    Chapter 65 Tracking of Carotid Arteries in Ultrasound Images
67. Altmetric Badge
    Chapter 66 Studying Cerebral Vasculature Using Structure Proximity and Graph Kernels
68. Altmetric Badge
    Chapter 67 Carotid Artery Lumen Segmentation in 3D Free-Hand Ultrasound Images Using Surface Graph Cuts
69. Altmetric Badge
    Chapter 68 Random Walks with Adaptive Cylinder Flux Based Connectivity for Vessel Segmentation
70. Altmetric Badge
    Chapter 69 Spatially Constrained Random Walk Approach for Accurate Estimation of Airway Wall Surfaces
71. Altmetric Badge
    Chapter 70 Interactive Retinal Vessel Extraction by Integrating Vessel Tracing and Graph Search
72. Altmetric Badge
    Chapter 71 Free-Breathing Whole-Heart Coronary MRA: Motion Compensation Integrated into 3D Cartesian Compressed Sensing Reconstruction
73. Altmetric Badge
    Chapter 72 Deep Learning-Based Feature Representation for AD/MCI Classification
74. Altmetric Badge
    Chapter 73 Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations
75. Altmetric Badge
    Chapter 74 Multiple Instance Learning for Classification of Dementia in Brain MRI
76. Altmetric Badge
    Chapter 75 Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning
77. Altmetric Badge
    Chapter 76 Bayesian Joint Detection-Estimation of Cerebral Vasoreactivity from ASL fMRI Data
78. Altmetric Badge
    Chapter 77 A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis
79. Altmetric Badge
    Chapter 78 Manifold Learning of Brain MRIs by Deep Learning
80. Altmetric Badge
    Chapter 79 Multiresolution hierarchical shape models in 3D subcortical brain structures.
81. Altmetric Badge
    Chapter 80 Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images
82. Altmetric Badge
    Chapter 81 A Spatial Mixture Approach to Inferring Sub-ROI Spatio-temporal Patterns from Rapid Event-Related fMRI Data
83. Altmetric Badge
    Chapter 82 Group-wise FMRI activation detection on corresponding cortical landmarks.
84. Altmetric Badge
    Chapter 83 Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI
85. Altmetric Badge
    Chapter 84 Overlapping Replicator Dynamics for Functional Subnetwork Identification
86. Altmetric Badge
    Chapter 85 Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013
87. Altmetric Badge
    Chapter 86 Modeling Dynamic Functional Information Flows on Large-Scale Brain Networks