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FEBRUARY 26, 2024

Deep Neural Network Successfully Predicts Intraoperative Hypotension


Originally published by our sister publication Anesthesiology News

SAN FRANCISCO—Intraoperative hypotension (IOH) can be successfully predicted using deep neural networks, which analyze continuous waveforms of invasive arterial blood pressure, new research has concluded.

A large intraoperative data set of more than 17,000 waveforms was used. The study found that the novel deep neural network model achieved significantly better performance than a benchmark model, which predicted IOH with