medical imaging

Weakly-Supervised Structured Output Learning With Flexible and Latent Graphs Using High-Order Loss Functions ICCV 2015 Curvilinear Structure Tracking by Low Rank Tensor Approximation with Model Propagation CVPR 2014 Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification CVPR 2014 Fully Automated Non-rigid Segmentation with Distance Regularized Level Set Evolution Initialized and Constrained by Deep-structured Inference CVPR 2014 Hierarchical Conditional Random Fields for Outlier Detection: An Application to Detecting Epileptogenic Cortical Malformations ICML 2014 Learning-Based Atlas Selection for Multiple-Atlas Segmentation CVPR 2014 Patch-based Evaluation of Image Segmentation CVPR 2014 Remote Heart Rate Measurement From Face Videos Under Realistic Situations CVPR 2014 Area Preserving Brain Mapping CVPR 2013 Efficient 3D Endfiring TRUS Prostate Segmentation with Globally Optimized Rotational Symmetry CVPR 2013 Extracting regions of interest from biological images with convolutional sparse block coding NeurIPS 2013 Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes CVPR 2013 Natural Image Bases to Represent Neuroimaging Data ICML 2013 Non-Linear Domain Adaptation with Boosting NeurIPS 2013 Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso CVPR 2013 Shortest Paths with Curvature and Torsion ICCV 2013 Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs ICCV 2013 Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis NeurIPS 2011 Structured Learning for Cell Tracking NeurIPS 2011 Active Learning Applied to Patient-Adaptive Heartbeat Classification NeurIPS 2010 Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NeurIPS 2010 Spatial and anatomical regularization of SVM for brain image analysis NeurIPS 2010 Bayesian Experimental Design of Magnetic Resonance Imaging Sequences NeurIPS 2008 Generative versus discriminative training of RBMs for classification of fMRI images NeurIPS 2008 Multiple Instance Learning for Computer Aided Diagnosis NeurIPS 2006