A Methodology for Evaluating the Performance of Alerting and Detection Algorithms Running on Continuous Patient Data
Larry J. Eshelman, Minnan Xu-Wilson, Abigail A. Flower, Brian D. Gross, Larry Nielsen, Mohammed Saeed, Joseph J. Frassica
The paper introduces a methodology to evaluate alerting algorithms on continuous ICU patient data, showing how performance metrics differ under continuous operation.
bioRxiv · Sep 7, 2017 · PreprintBioinformatics