Outlier detection applied to EHR data flags atypical patient-management decisions with expert-validated true positive rates of 25-66% in post-cardiac surgical patients.
Monitor alarm fatigue: standardizing use of physiological monitors and decreasing nuisance alarms
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Outlier detection for patient monitoring and alerting
Outlier detection applied to EHR data flags atypical patient-management decisions with expert-validated true positive rates of 25-66% in post-cardiac surgical patients.