Can a machine-learning algorithm based on high-fidelity arterial pressure waveform analysis predict hypotension in surgical patients?
Machine-learning algorithms applied to arterial pressure waveforms can predict hypotension in surgical patients.
The results demonstrate that a machine-learning algorithm can be trained, with large data sets of high-fidelity arterial waveforms, to predict hypotension in surgical patients' records.
Hatib et al. (Tue,) studied this question.