The Use of Multiple Sensors to Track Sleep in Nightshift Workers

In-lab sleep tracking using only raw accelerometer data from a single sensor collected and processed with legacy actigraphy algorithms.

In-lab sleep tracking using raw accelerometer data and additional sensors collected and processed with machine learning.

At-home sleep tracking using raw accelerometer data and additional sensors collected and processed with machine learning.