Medical Imaging

Structured Learning for Cell Tracking NeurIPS 2011 A Weighted Multi-Sequence Markov Model For Brain Lesion Segmentation AISTATS 2010 Brain covariance selection: better individual functional connectivity models using population prior NeurIPS 2010 Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations NeurIPS 2010 Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures NeurIPS 2010 Functional Geometry Alignment and Localization of Brain Areas NeurIPS 2010 Global seismic monitoring as probabilistic inference NeurIPS 2010 Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NeurIPS 2010 Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NeurIPS 2010 Spatial and anatomical regularization of SVM for brain image analysis NeurIPS 2010 Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity NeurIPS 2009 Boosting with Spatial Regularization NeurIPS 2009 Estimating image bases for visual image reconstruction from human brain activity NeurIPS 2009 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 Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG NeurIPS 2008 Estimating vector fields using sparse basis field expansions NeurIPS 2008 Generative versus discriminative training of RBMs for classification of fMRI images NeurIPS 2008 Hierarchical Fisher Kernels for Longitudinal Data NeurIPS 2008 Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NeurIPS 2008 Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing NeurIPS 2008 Bilinear Discriminant Component Analysis JMLR 2007 Continuous Time Particle Filtering for fMRI NeurIPS 2007