Prediction of nocturnal hypoglycemia by an aggregation of previously known prediction approaches: proof of concept for clinical application

• We propose a method of combining several predictors into a new one that will perform at the level of the best involved one, or even outperform all individual candidates.• Portability of the method. This feature of the method allows its simple implementation in the form of a diabetic Smartphone app.• The potential for everyday use by any patient who performs self-monitoring of blood glucose.• The idea is based on the linear functional strategy for regularized ranking.

Source: Computer Methods and Programs in Biomedicine - July 7, 2016 Category: Bioinformatics Authors: Pavlo Tkachenko, Galyna Kriukova, Marharyta Aleksandrova, Oleg Chertov, Eric Renard, Sergei V. Pereverzyev Source Type: research