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1
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Sparsity-Learning-Based Longitudinal MR Image Registration for Early Brain Development
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9
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Graph-Based Label Propagation in Fetal Brain MR Images
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17
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Deep Learning Based Automatic Immune Cell Detection for Immunohistochemistry Images
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25
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Stacked Multiscale Feature Learning for Domain Independent Medical Image Segmentation
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33
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Detection of Mammographic Masses by Content-Based Image Retrieval
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42
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Inferring Sources of Dementia Progression with Network Diffusion Model
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50
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3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and Classification
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59
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Exploring Compact Representation of SICE Matrices for Functional Brain Network Classification
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68
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Deep Learning for Cerebellar Ataxia Classification and Functional Score Regression
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77
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Manifold Alignment and Transfer Learning for Classification of Alzheimer’s Disease
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85
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Gleason Grading of Prostate Tumours with Max-Margin Conditional Random Fields
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93
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Learning Distance Transform for Boundary Detection and Deformable Segmentation in CT Prostate Images
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101
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Geodesic Geometric Mean of Regional Covariance Descriptors as an Image-Level Descriptor for Nuclear Atypia Grading in Breast Histology Images
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109
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A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation
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117
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Deep Learning of Image Features from Unlabeled Data for Multiple Sclerosis Lesion Segmentation
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125
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Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer
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133
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Searching for Structures of Interest in an Ultrasound Video Sequence
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141
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Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer’s Disease
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149
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Automatic Bone and Marrow Extraction from Dual Energy CT through SVM Margin-Based Multi-Material Decomposition Model Selection
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157
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Sparse Discriminative Feature Selection for Multi-class Alzheimer’s Disease Classification
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165
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Context-Aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT Images
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174
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Optimal MAP Parameters Estimation in STAPLE - Learning from Performance Parameters versus Image Similarity Information
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182
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Colon Biopsy Classification Using Crypt Architecture
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190
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Network-Guided Group Feature Selection for Classification of Autism Spectrum Disorder
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198
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Deformation Field Correction for Spatial Normalization of PET Images Using a Population-Derived Partial Least Squares Model
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207
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Novel Multi-Atlas Segmentation by Matrix Completion
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215
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Structured Random Forests for Myocardium Delineation in 3D Echocardiography
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223
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Improved Reproducibility of Neuroanatomical Definitions through Diffeomorphometry and Complexity Reduction
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231
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Topological Descriptors of Histology Images
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240
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Robust Deep Learning for Improved Classification of AD/MCI Patients
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248
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Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation
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256
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Multi-atlas Segmentation with Learning-Based Label Fusion
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264
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Interactive Prostate Segmentation Based on Adaptive Feature Selection and Manifold Regularization
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272
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Feature Selection Based on SVM Significance Maps for Classification of Dementia
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280
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Prediction of Standard-Dose PET Image by Low-Dose PET and MRI Images
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289
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Solutions for Missing Parameters in Computer-Aided Diagnosis with Multiparametric Imaging Data
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297
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Online Discriminative Multi-atlas Learning for Isointense Infant Brain Segmentation
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306
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Persistent Reeb Graph Matching for Fast Brain Search
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314
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In Vivo MRI Based Prostate Cancer Identification with Random Forests and Auto-context Model
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323
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Learning of Atlas Forest Hierarchy for Automatic Labeling of MR Brain Images
