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Medical AI

1040 directly classified papers

Papers per year

Papers

Subject independent EEG-based BCI decoding NIPS 2009
Probabilistic detection of short events, with application to critical care monitoring NIPS 2008
Hierarchical Fisher Kernels for Longitudinal Data NIPS 2008
Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance NIPS 2008
Measuring Neural Synchrony by Message Passing NIPS 2007
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NIPS 2007
EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection NIPS 2007
On Ranking in Survival Analysis: Bounds on the Concordance Index NIPS 2007
A Gravity Balancing Passive Exoskeleton for the Human Leg RSS 2006
Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach NIPS 2006
Multiple Instance Learning for Computer Aided Diagnosis NIPS 2006
Nonlinear physically-based models for decoding motor-cortical population activity NIPS 2006
Aggregating Classification Accuracy across Time: Application to Single Trial EEG NIPS 2006
One-Class Novelty Detection for Seizure Analysis from Intracranial EEG JMLR 2006
Combining Knowledge from Different Sources in Causal Probabilistic Models JMLR 2003