Clinical Trial: Development and Clinical Validation of Artificial Intelligence Algorithms for Sleep Staging and Obstructive Sleep Apnea Screening Based on a Large-Scale Model Trained on Multimodal Physiological Signals From Diverse Populations

U.S., Oct. 31 -- ClinicalTrials.gov registry received information related to the study (NCT07908160) titled 'Development and Clinical Validation of Artificial Intelligence Algorithms for Sleep Staging and Obstructive Sleep Apnea Screening Based on a Large-Scale Model Trained on Multimodal Physiological Signals From Diverse Populations' on July 26.

Brief Summary: In recent years, wearable and contactless devices, including smart rings, smart bands/watches, and smart mattresses, have developed rapidly and can continuously collect multidimensional data such as heart rate, oxygen saturation, respiration, body movement, snoring, body temperature, and environmental parameters. Nevertheless, most current consumer-grade or wellness-oriented device...