Learning temporal rules to forecast instability in continuously monitored patients

We present example rules that have been learned from data to illustrate potential benefits of comprehensibility of the extracted models, and we analyze the empirical utility of each VS as a potential leading indicator of an impending CRI event.

Source: Journal of the American Medical Informatics Association - June 5, 2016 Category: Information Technology Authors: Guillame-Bert, M., Dubrawski, A., Wang, D., Hravnak, M., Clermont, G., Pinsky, M. R. Tags: Research and Applications Source Type: research