255 citations · 398 across the 4 of their papers we have counts for
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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…