Patch-Based Techniques in Medical Imaging: First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers

Front Matter....Pages I-IX
A Multi-level Canonical Correlation Analysis Scheme for Standard-Dose PET Image Estimation....Pages 1-9
Image Super-Resolution by Supervised Adaption of Patchwise Self-similarity from High-Resolution Image....Pages 10-18
Automatic Hippocampus Labeling Using the Hierarchy of Sub-region Random Forests....Pages 19-27
Isointense Infant Brain Segmentation by Stacked Kernel Canonical Correlation Analysis....Pages 28-36
Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-High Field MRI....Pages 37-45
Automatic Liver Tumor Segmentation in Follow-Up CT Scans: Preliminary Method and Results....Pages 46-53
Block-Based Statistics for Robust Non-parametric Morphometry....Pages 54-61
Automatic Collimation Detection in Digital Radiographs with the Directed Hough Transform and Learning-Based Edge Detection....Pages 62-70
Efficient Lung Cancer Cell Detection with Deep Convolution Neural Network....Pages 71-78
An Effective Approach for Robust Lung Cancer Cell Detection....Pages 79-86
Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation....Pages 87-94
Hippocampus Segmentation Through Distance Field Fusion....Pages 95-103
Learning a Spatiotemporal Dictionary for Magnetic Resonance Fingerprinting with Compressed Sensing....Pages 104-111
Fast Regions-of-Interest Detection in Whole Slide Histopathology Images....Pages 112-119
Reliability Guided Forward and Backward Patch-Based Method for Multi-atlas Segmentation....Pages 120-127
Correlating Tumour Histology and ex vivo MRI Using Dense Modality-Independent Patch-Based Descriptors....Pages 128-136
Multi-atlas Segmentation Using Patch-Based Joint Label Fusion with Non-Negative Least Squares Regression....Pages 137-145
A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images....Pages 146-153
3D MRI Denoising Using Rough Set Theory and Kernel Embedding Method....Pages 154-162
A Novel Cell Orientation Congruence Descriptor for Superpixel Based Epithelium Segmentation in Endometrial Histology Images....Pages 163-171
Patch-Based Segmentation from MP2RAGE Images: Comparison to Conventional Techniques....Pages 172-179
Multi-atlas and Multi-modal Hippocampus Segmentation for Infant MR Brain Images by Propagating Anatomical Labels on Hypergraph....Pages 180-187
Prediction of Infant MRI Appearance and Anatomical Structure Evolution Using Sparse Patch-Based Metamorphosis Learning Framework....Pages 188-196
Efficient Multi-scale Patch-Based Segmentation....Pages 197-204
Back Matter....Pages 205-213
....Pages 215-216