Patch-Based Techniques in Medical Imaging: Second International Workshop, Patch-MI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings

Front Matter....Pages I-X
Automatic Segmentation of Hippocampus for Longitudinal Infant Brain MR Image Sequence by Spatial-Temporal Hypergraph Learning....Pages 1-8
Construction of Neonatal Diffusion Atlases via Spatio-Angular Consistency....Pages 9-16
Selective Labeling: Identifying Representative Sub-volumes for Interactive Segmentation....Pages 17-24
Robust and Accurate Appearance Models Based on Joint Dictionary Learning Data from the Osteoarthritis Initiative....Pages 25-33
Consistent Multi-Atlas Hippocampus Segmentation for Longitudinal MR Brain Images with Temporal Sparse Representation....Pages 34-42
Sparse-Based Morphometry: Principle and Application to Alzheimer’s Disease....Pages 43-50
Multi-Atlas Based Segmentation of Brainstem Nuclei from MR Images by Deep Hyper-Graph Learning....Pages 51-59
Patch-Based Discrete Registration of Clinical Brain Images....Pages 60-67
Non-local MRI Library-Based Super-Resolution: Application to Hippocampus Subfield Segmentation....Pages 68-75
Patch-Based DTI Grading: Application to Alzheimer’s Disease Classification....Pages 76-83
Hierarchical Multi-Atlas Segmentation Using Label-Specific Embeddings, Target-Specific Templates and Patch Refinement....Pages 84-91
HIST: HyperIntensity Segmentation Tool....Pages 92-99
Supervoxel-Based Hierarchical Markov Random Field Framework for Multi-atlas Segmentation....Pages 100-108
CapAIBL: Automated Reporting of Cortical PET Quantification Without Need of MRI on Brain Surface Using a Patch-Based Method....Pages 109-116
High Resolution Hippocampus Subfield Segmentation Using Multispectral Multiatlas Patch-Based Label Fusion....Pages 117-124
Identification of Water and Fat Images in Dixon MRI Using Aggregated Patch-Based Convolutional Neural Networks....Pages 125-132
Estimating Lung Respiratory Motion Using Combined Global and Local Statistical Models....Pages 133-140
Back Matter....Pages 141-141