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Table 2 Detection performance with flow data from patients

From: Automatic detection of AutoPEEP during controlled mechanical ventilation

Measure

Single-breath SNT-based detector

Sequential SNT-based detector

Accuracy

93.09%

93.09%

Precision

99.44%

99.37%

Recall

90.53%

90.60%

Specificity

98.86%

98.70%

  1. The experiments were carried out with τ = 2[l/min]. For both the detectors, the level was set to γ = 0.01, which corresponds to an average of 1 false-alarm per 5 minutes (with the usual breathing frequency of 20 [breaths/min]).