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Medical AI

1040 directly classified papers

Papers per year

Papers

Bayesian Active Model Selection with an Application to Automated Audiometry NIPS 2015
A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure NIPS 2015
Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost ICML 2014
DYNACARE: Dynamic Cardiac Arrest Risk Estimation AISTATS 2013
Relative Hidden Markov Models for Evaluating Motion Skill CVPR 2013
A multi-agent control framework for co-adaptation in brain-computer interfaces NIPS 2013
Real-Time EMG Driven Lower Limb Actuated Orthosis for Assistance As Needed Movement Strategy RSS 2013
Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task NIPS 2012
Assessing Blinding in Clinical Trials NIPS 2012
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NIPS 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NIPS 2012
Scalable Personalization of Long-Term Physiological Monitoring: Active Learning Methodologies for Epileptic Seizure Onset Detection AISTATS 2012
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction NIPS 2012
Bayesian Nonparametric Modeling of Suicide Attempts NIPS 2012
Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals NIPS 2011
Priors over Recurrent Continuous Time Processes NIPS 2011
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NIPS 2011
Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors NIPS 2011
History distribution matching method for predicting effectiveness of HIV combination therapies NIPS 2011
Active Learning Applied to Patient-Adaptive Heartbeat Classification NIPS 2010
Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch NIPS 2010
Decoding Ipsilateral Finger Movements from ECoG Signals in Humans NIPS 2010
Gaussian processes with monotonicity information AISTATS 2010
Discriminative Network Models of Schizophrenia NIPS 2009
Manifold Embeddings for Model-Based Reinforcement Learning under Partial Observability NIPS 2009