Predicting Patient State-of-Health using Sliding Window and Recurrent Classifiers

Adam McCarthy, Christopher K. I. Williams

Bedside monitors in Intensive Care Units (ICUs) frequently sound incorrectly, slowing response times and desensitising nurses to alarms (Chambrin, 2001), causing true alarms to be…