Clinical

Hierarchically Supervised Latent Dirichlet Allocation NeurIPS 2011 History distribution matching method for predicting effectiveness of HIV combination therapies NeurIPS 2011 Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis NeurIPS 2011 Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors NeurIPS 2011 Priors over Recurrent Continuous Time Processes NeurIPS 2011 Reinforcement Learning using Kernel-Based Stochastic Factorization NeurIPS 2011 Structured Learning for Cell Tracking NeurIPS 2011 Active Learning Applied to Patient-Adaptive Heartbeat Classification NeurIPS 2010 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 Decoding Ipsilateral Finger Movements from ECoG Signals in Humans 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 Gaussian processes with monotonicity information AISTATS 2010 Global seismic monitoring as probabilistic inference NeurIPS 2010 Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model NeurIPS 2010 Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch 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 Discriminative Network Models of Schizophrenia NeurIPS 2009 Estimating image bases for visual image reconstruction from human brain activity NeurIPS 2009