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Healthcare & Medicine

4,225 papers (0 classified directly here)

Subtopics

Clinical (3,441) Research (997)

Papers per year

35
26
344
883
'10
'15
'20
'25

Papers (including subtopics)

High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction NIPS 2012
Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction NIPS 2012
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination NIPS 2012
Identification of Recurrent Patterns in the Activation of Brain Networks NIPS 2012
Fully Bayesian inference for neural models with negative-binomial spiking NIPS 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NIPS 2012
A systematic approach to extracting semantic information from functional MRI data NIPS 2012
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding NIPS 2012
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NIPS 2012
Assessing Blinding in Clinical Trials NIPS 2012
Bayesian Pedigree Analysis using Measure Factorization NIPS 2012
Nonparametric Reduced Rank Regression NIPS 2012
Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging NIPS 2012
Multiresolution Mixture Modeling using Merging of Mixture Components ACML 2012
Scalable Personalization of Long-Term Physiological Monitoring: Active Learning Methodologies for Epileptic Seizure Onset Detection AISTATS 2012
Structured Sparse Canonical Correlation Analysis AISTATS 2012
A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping AISTATS 2012
Hierarchical Latent Dictionaries for Models of Brain Activation AISTATS 2012
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters AISTATS 2012
Fast interior-point inference in high-dimensional sparse, penalized state-space models AISTATS 2012
A Bayesian Analysis of the Radioactive Releases of Fukushima AISTATS 2012
ML-Flex: A Flexible Toolbox for Performing Classification Analyses In Parallel JMLR 2012
Unified Extraction of Health Condition Descriptions NAACL 2012
Priors over Recurrent Continuous Time Processes NIPS 2011
On the Analysis of Multi-Channel Neural Spike Data NIPS 2011