![](https://www.ensodata.com/wp-content/uploads/2021/03/Clinical-Validation-of-AI-Analysis-of-PPG-Based-Sleep-Wake-Staging-Total-Sleep-Time-and-Respiratory-Rate-1024x576.jpg)
Clinical Validation of AI Analysis of PPG Based Sleep-Wake Staging, Total Sleep Time, and Respiratory Rate
In this study, we clinically validate the performance of AI for interoperable, PPG-based sleep staging and sleep disordered breathing event detection.