Fig. 2.

Peak detection estimating the precise arterial blood gas analysis timing. Mean arterial pressure data are analyzed using a peak detection algorithm to identify the precise time point corresponding to the arterial blood gas analysis measurement. The red peak represents the estimated arterial blood gas analysis timing based on the waveform analysis.