Medical Imaging

Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NeurIPS 2013 Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NeurIPS 2013 Stacked Predictive Sparse Coding for Classification of Distinct Regions in Tumor Histopathology ICCV 2013 Towards Contactless, Low-Cost and Accurate 3D Fingerprint Identification CVPR 2013 Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs ICCV 2013 Volumetric Semantic Segmentation Using Pyramid Context Features ICCV 2013 Compressive Sensing MRI with Wavelet Tree Sparsity NeurIPS 2012 Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images NeurIPS 2012 Unsupervised Template Learning for Fine-Grained Object Recognition NeurIPS 2012 Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis NeurIPS 2011 Lying Pose Recognition for Elderly Fall Detection RSS 2011 Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures NeurIPS 2010 Functional Geometry Alignment and Localization of Brain Areas 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 fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NeurIPS 2009 Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NeurIPS 2009 Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing NeurIPS 2009 Bayesian Experimental Design of Magnetic Resonance Imaging Sequences NeurIPS 2008 NanoNewton Force Sensing and Control in Microrobotic Cell Manipulation RSS 2008 Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NeurIPS 2008 A Probabilistic Algorithm Integrating Source Localization and Noise Suppression of MEG and EEG data NeurIPS 2006 Bayesian Image Super-resolution, Continued NeurIPS 2006 Multiple Instance Learning for Computer Aided Diagnosis NeurIPS 2006