Sparsity-Learning-Based Longitudinal MR Image Registration for Early Brain Development
Graph-Based Label Propagation in Fetal brain MR Images
Deep Learning Based Automatic immune Cell Detection for Immunohistochemistry Images
Stacked Multiscale Feature learning for Domain Independent Medical Image Segmentation
Detection of Mammographic Masses by Content-Based Image Retrieval
Inferring Sources of Dementia Progression with Network Diffusion Model
3D Intervertebral Disc Localization through Representation Learning with Knowledge Transfer
Exploring Compact Representation of SICE Matrices for Functional Brain Network Classification
Deep Learning for Cerebellar Ataxia Classification and Functional Score Regression
Manifold Alignment and Transfer Learning for Classification of Alzheimer?s Disease
Gleason Grading of Prostate Tumors with Max-Margin Conditional Random Fields
Learning Distance Transform for Boundary Detection and Deformable Segmentation in CT Prostate Images
Geodesic Geometric mean of Regional Covariance Descriptors as an Image-Level Descriptor for nuclear Atypia Grading in Breast Images
A constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation
Deep Learning of Image Features from Unlabeled Data for Multiple Sclerosis Lesion Segmentation
Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer
Searching for Structures of Interest in an Ultrasound Video Sequence
Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer?s Disease
Automatic Bone and Marrow Extraction from Dual Energy CT through SVM Margin-Based Multi-Material Decomposition Model Selection
Sparse Discriminative Feature Selection for Multi-Class Alzheimer?s Disease Classification
Context-aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT Images
Optimal MAP Parameters Estimation in STAPLE-Learning from Performance Parameters versus Image Similarity Information
Colon Biopsy Classification Using Crypt Architecture
Network Guided Group Feature Selection for Classification of Autism Spectrum Disorder
Deformation Field Correction for Spatial Normalization of PET Images Using a Population-derived Partial Least Squares Model
Novel Multi-Atlas Segmentation by Matrix Completion
Structured Random Forest for Myocardium Delineation in 3D Echocardiography
Improved Reproducibility of Neuroanatomical Definition through Diffeomorphometry and Complexity Reduction
Topological Descriptors of Histology Images
Robust Deep Learning for Improved Classification of AD/MCI Patients
Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation
Online Discriminative Multi-Atlas Learning with Application to Isointense Infant Brain Segmentation.