Obstructive Sleep Apnea Clinical Trial
Official title:
Sleep Apnea Detection and Sleep Staging Using Skiin Wearable Textile Sensors
The goal of this observational study is to develop new algorithms to detect apnea and/or hypopnea to provide additional insights to Skiin users and to their circle of care to validate and/or improve the current algorithms of the Skiin system for extraction of biological metrics during sleep based on the Skiin ECG and accelerometry data.
Status | Recruiting |
Enrollment | 200 |
Est. completion date | February 2, 2025 |
Est. primary completion date | October 1, 2024 |
Accepts healthy volunteers | Accepts Healthy Volunteers |
Gender | All |
Age group | 18 Years and older |
Eligibility | Inclusion Criteria: - Individuals referred to do a polysomnography - Diagnosed or suspected obstructive sleep apnea (OSA) - 18 years old or more - Understand and speak English enough to consent Exclusion Criteria: - Pregnant women - Implanted defibrillator or pacemaker - Absence of a garment fitting the participant's body - An open wound or dressing (e.g. band-aid) on a body part that needs to be in contact with the Skiin electrodes |
Country | Name | City | State |
---|---|---|---|
Canada | International Sleep Clinic WPSHC | Parry Sound | Ontario |
Lead Sponsor | Collaborator |
---|---|
Myant Medical Corp. | Jodha Tishon Inc |
Canada,
Type | Measure | Description | Time frame | Safety issue |
---|---|---|---|---|
Primary | Accuracy of Skiin system for detection of apnea/hypopnea compared to Polysomnography | Apnea/hypopnea events identified in the Skiin system will be compared to Apnea/hypopnea events identified in the polysomnography system. Data will be categorized as true positive, false positive, false negative to calculate the sensitivity, specificity, PPV, NPV). | Over one night, 8 to 12 hours total | |
Secondary | Accuracy of Skiin system for detection of sleep duration compared to Polysomnography | Sleep duration recorded by the Skiin system will be compared to Sleep duration recorded by the Polysomnography system to assess accuracy. Differences, bias, and Root Mean Square Error will be calculated for each participant and for the group. | Over one night, 8 to 12 hours total | |
Secondary | Accuracy of Skiin system for estimation of breathing rate compared to Polysomnography | Resting breathing rate calculated by the Skiin system over night will be compared to resting breathing rate calculated by the Polysomnography for accuracy check.
Differences, bias, and Root Mean Square Error will be calculated for each participant and for the group. |
Over one night, 8 to 12 hours total | |
Secondary | Accuracy of Skiin system for calculation of resting heart rate compared to Polysomnography | Resting heart rate calculated by the Skiin system over night will be compared to resting heart rate calculated by the polysomnography for accuracy check.
Differences, bias, and Root Mean Square Error will be calculated for each participant and for the group. |
Over one night, 8 to 12 hours total | |
Secondary | Accuracy of Skiin system for calculation of heart rate variability compared to polysomnography | Heart rate variability (RMSSD) calculated by the Skiin system over night will be compared to heart rate variability calculated based on the polysomnography system's data.
Differences, bias, and Root Mean Square Error will be calculated for each participant and for the group. |
Over one night, 8 to 12 hours total |
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