Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks

Hanyang Liu, Michael C. Montana, Dingwen Li +3

We present an end-to-end model using streaming physiological time series to predict near-term risk for hypoxemia, a rare, but life-threatening condition known to cause serious pati…