Prospective Clinical Validation of AI for PPG-based OSA detection utilizing Standardized Skin Color Assessments
This study included standardized skin pigmentation assessments to enable bias analyses in EnsoData’s PPG-Based OSA detection algorithm.
Prospective Clinical Performance Validation of AI for PPG-based Sleep Staging
This study highlights the Prospective Clinical Performance Validation of AI for PPG-based Sleep Staging, presented by EnsoData Research.
Impact of Area Socioeconomic Deprivation and Demographic Variables on Machine Learning Models for OSA Treatment
This study assesses the Impact of Area Socioeconomic Deprivation and Demographic Variables on Machine Learning Models for OSA Treatment.