Wearable sensor derived decompensation index for continuous remote monitoring of COVID-19 diagnosed patients

Richards, Tweardy, Steinhubl Chestek, Vanden Hoek, Larimer, Wegerich.

Machine learning model outperforms the standard of care modalities in terms of both numbers of events identified and with a lower false alarm rate. While only a pilot phase study, the CDI represents a promising application of machine learning within a continuous remote patient monitoring system.

Published in NPJ Digital Medicine (2021)
NPJ Digit Med. 2021 Nov 8;4(1):155. doi: 10.1038/s41746-021-00527-z.