Can a machine-learning algorithm based on high-fidelity arterial pressure waveform analysis predict hypotension in surgical patients?
Surgical patients (records with large data sets of high-fidelity arterial waveforms)
Machine-learning algorithm based on high-fidelity arterial pressure waveform analysis
Prediction of hypotension
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.
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Feras Hatib
Preventive Cardiology
Zhongping Jian
Cardiac Imaging
Sai Buddi
Edwards Lifesciences (United States)
Anesthesiology
Edwards Lifesciences (United States)
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Hatib et al. (Tue,) studied this question.
synapsesocial.com/papers/69c8807290a107aa7c30a1f5 — DOI: https://doi.org/10.1097/aln.0000000000002300