Healthcare & Medicine

Generalized Linear Models for Aggregated Data AISTATS 2015 GP Kernels for Cross-Spectrum Analysis NeurIPS 2015 High-dimensional neural spike train analysis with generalized count linear dynamical systems NeurIPS 2015 Interpolation on the Manifold of K Component GMMs ICCV 2015 JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes ICML 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 PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data ICML 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 Robust Heart Rate Measurement From Video Using Select Random Patches ICCV 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 A Bayesian model for identifying hierarchically organised states in neural population activity NeurIPS 2014 Analysis of Brain States from Multi-Region LFP Time-Series NeurIPS 2014 Biclustering Using Message Passing NeurIPS 2014 Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain NeurIPS 2014