Anesthesiologist-level forecasting of hypoxemia with only SpO2 data using deep learning

Gabriel Erion, Hugh Chen, Scott M. Lundberg +1

We use a deep learning model trained only on a patient's blood oxygenation data (measurable with an inexpensive fingertip sensor) to predict impending hypoxemia (low blood oxygen)…