Patient Specific Predictions in the Intensive Care Unit Using a Bayesian Ensemble

An intensive care unit mortality prediction model for the PhysioNet/Computing in Cardiology Challenge 2012 using a novel Bayesian ensemble learning algorithm is described. Methods: Data pre-processing was automatically performed based upon domain knowledge to remove artefacts and erroneous recording...

Full description

Bibliographic Details
Main Authors: Johnson, A, Dunkley, N, Mayaud, L, Tsanas, A, Kramer, A, Clifford, G
Format: Journal article
Language:English
Published: 2012