Clinical

fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NeurIPS 2009 Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NeurIPS 2009 Manifold Embeddings for Model-Based Reinforcement Learning under Partial Observability NeurIPS 2009 Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing NeurIPS 2009 Subject independent EEG-based BCI decoding NeurIPS 2009 Bayesian Experimental Design of Magnetic Resonance Imaging Sequences NeurIPS 2008 Bounds on marginal probability distributions NeurIPS 2008 Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance 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 MDPs with Non-Deterministic Policies NeurIPS 2008 Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NeurIPS 2008 Probabilistic detection of short events, with application to critical care monitoring NeurIPS 2008 Psychiatry: Insights into depression through normative decision-making models 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 EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection NeurIPS 2007 Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NeurIPS 2007 Measuring Neural Synchrony by Message Passing NeurIPS 2007 On Ranking in Survival Analysis: Bounds on the Concordance Index NeurIPS 2007 Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression NeurIPS 2007 Second Order Bilinear Discriminant Analysis for single trial EEG analysis NeurIPS 2007