Clinical

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 A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration CVPR 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 KL Divergence Based Agglomerative Clustering for Automated Vitiligo Grading CVPR 2015 Learning spatiotemporal trajectories from manifold-valued longitudinal data NeurIPS 2015 Learning to Boost Filamentary Structure Segmentation ICCV 2015 Mapping Visual Features to Semantic Profiles for Retrieval in Medical Imaging CVPR 2015 On Linearly Constrained Minimum Variance Beamforming JMLR 2015 On Statistical Analysis of Neuroimages With Imperfect Registration ICCV 2015 Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation NeurIPS 2015 Real-Time Visual Analysis of Microvascular Blood Flow for Critical Care CVPR 2015 Recognizing retinal ganglion cells in the dark NeurIPS 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 Unsupervised Cross-Modal Synthesis of Subject-Specific Scans ICCV 2015 A Bayesian Framework For the Local Configuration of Retinal Junctions CVPR 2014 Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain NeurIPS 2014 Deformable Registration of Feature-Endowed Point Sets Based on Tensor Fields CVPR 2014 Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost ICML 2014