82 citations · 82 across the 1 of their papers we have counts for
2 papers
cs.LG2017
False arrhythmia alarm reduction in the intensive care unit
Andrea S. Li, Alistair E. W. Johnson, Roger G. Mark
Research has shown that false alarms constitute more than 80% of the alarms triggered in the intensive care unit (ICU). The high false arrhythmia alarm rate has severe implications…
cs.LG2017★ 82 cited
Clinical Intervention Prediction and Understanding using Deep Networks
Harini Suresh, Nathan Hunt, Alistair Johnson +3
Real-time prediction of clinical interventions remains a challenge within intensive care units (ICUs). This task is complicated by data sources that are noisy, sparse, heterogeneou…