U.S., Sept. 5 -- ClinicalTrials.gov registry received information related to the study (NCT07805486) titled 'Development of a Multimodal Deep Learning Model for Pediatric Patients' on Sept. 01.
Brief Summary: This study aims to develop a multimodal data-driven model integrating multiple noninvasive physiological signals to assess the severity of pediatric sleep-disordered breathing, using standard clinical sleep study results as the reference.
Study Start Date: Sept. 01
Study Type: OBSERVATIONAL
Condition:
Pediatric Obstructive Sleep Apnea
Polysomnography
Intervention:
DEVICE: fingertip pulse oximeter
a small device placed on the finger to measure blood oxygen saturation and pulse rate noninvasively
DEVICE: pressure-sensing mattres...