Medical AI

Towards Minimally Invasive Velar State Detection in Normal and Silent Speech Interspeech 2016 3D Model-Based Continuous Emotion Recognition CVPR 2015 Active Learning from Weak and Strong Labelers NeurIPS 2015 A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure NeurIPS 2015 Bayesian Active Model Selection with an Application to Automated Audiometry NeurIPS 2015 Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NeurIPS 2015 Generalized Linear Models for Aggregated Data AISTATS 2015 Interpolation on the Manifold of K Component GMMs ICCV 2015 Mapping Visual Features to Semantic Profiles for Retrieval in Medical Imaging CVPR 2015 Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis NeurIPS 2015 Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data NeurIPS 2015 Statistical Inference Models for Image Datasets With Systematic Variations CVPR 2015 Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain NeurIPS 2014 Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost ICML 2014 On Prior Distributions and Approximate Inference for Structured Variables NeurIPS 2014 A multi-agent control framework for co-adaptation in brain-computer interfaces NeurIPS 2013 DYNACARE: Dynamic Cardiac Arrest Risk Estimation AISTATS 2013 Mapping paradigm ontologies to and from the brain NeurIPS 2013 Real-Time EMG Driven Lower Limb Actuated Orthosis for Assistance As Needed Movement Strategy RSS 2013 Relative Hidden Markov Models for Evaluating Motion Skill CVPR 2013 Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NeurIPS 2013 Speeding up Permutation Testing in Neuroimaging NeurIPS 2013 A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NeurIPS 2012 Assessing Blinding in Clinical Trials NeurIPS 2012 Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NeurIPS 2012