Evolving classification of intensive care patients from event data

Conclusions Our experimental results have not identified a single optimal approach for evolving classification of ICU episodes. On Days 0 and 1, the IIN algorithm has produced the simplest and the most accurate models, which incorporate the temporal order of feature arrival. However, starting with Day 2, regenerative approaches have reached better performance in terms of predictive accuracy.
Source: Artificial Intelligence in Medicine - Category: Bioinformatics Source Type: research