Medical Imaging

Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images CVPR 2014 Patch-based Evaluation of Image Segmentation CVPR 2014 Remote Heart Rate Measurement From Face Videos Under Realistic Situations CVPR 2014 Accurate and Robust Registration of Nonrigid Surface Using Hierarchical Statistical Shape Model CVPR 2013 Adaptive Compressed Tomography Sensing CVPR 2013 Area Preserving Brain Mapping CVPR 2013 Bayesian Structure Learning for Functional Neuroimaging AISTATS 2013 Classification of Tumor Histology via Morphometric Context CVPR 2013 Detecting Pulse from Head Motions in Video 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 Graph-Based Optimization with Tubularity Markov Tree for 3D Vessel Segmentation CVPR 2013 Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes CVPR 2013 Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso CVPR 2013 Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NeurIPS 2013 Speeding up Permutation Testing in Neuroimaging NeurIPS 2013 Stacked Predictive Sparse Coding for Classification of Distinct Regions in Tumor Histopathology ICCV 2013 A systematic approach to extracting semantic information from functional MRI data NeurIPS 2012 Compressive Sensing MRI with Wavelet Tree Sparsity NeurIPS 2012 Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images NeurIPS 2012 High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction NeurIPS 2012 Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging NeurIPS 2012 Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination NeurIPS 2012 Assisting Main Task Learning by Heterogeneous Auxiliary Tasks with Applications to Skin Cancer Screening AISTATS 2011 Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis NeurIPS 2011