Sleep Apnea Syndromes Clinical Trial
Official title:
Tracking Breathing During Sleep With Non-contact Sensors
The purpose of this study is to evaluate the feasibility of tracking breathing during sleep with non-contact sensors (for example, microphones or wireless movement sensors). The investigators will use the data collected with these sensors to develop algorithms for tracking breathing during sleep. The investigators will assess the performance of the algorithms by comparing automatic output against manually-generated labels.
Subjects will be asked to place non-contact sensors (for example, ambient microphones,
wireless movement sensors) in their home sleep environment. No sensors will be attached to
or otherwise in contact with the subject's body. The subjects will start the data collection
before they fall asleep, and stop the data collection the next morning when they wake. The
subjects will then return the sensors to the investigator for analysis.
The investigators will study the data and associated manual labeling. The investigators will
develop algorithms that use statistical and machine-learning methods to train computer
models designed to track breathing automatically. The investigators will compare the
automatic output against manually generated labels to determine breath-tracking accuracy.
;
Observational Model: Case-Only, Time Perspective: Cross-Sectional
| Status | Clinical Trial | Phase | |
|---|---|---|---|
| Recruiting |
NCT05477719 -
Effect of Compression Stockings on the Number of Apneas/Hypopneas Per Hour of Sleep in Patients With Syndrome Obstructive Sleep Apnea/Hypopnea as Compared to no Treatment
|
N/A | |
| Completed |
NCT04979234 -
A Single Centre, Prospective Feasibility Study to Evaluate the Efficacy of an Endoluminal-suturing Device (Endomina) on Severe Obstructive Sleep Apnea Syndrome
|
N/A | |
| Terminated |
NCT02735694 -
Cycloserine in the Treatment of Sleep Apnea
|
Phase 1 | |
| Active, not recruiting |
NCT02470182 -
Screening for Sleep Disordered Breathing With Minimally Obtrusive Sensors
|
||
| Completed |
NCT02088723 -
Testing the Elevation as Sleep Apnea Treatment
|
N/A | |
| Completed |
NCT01457014 -
Sleep Disordered Breathing and Chronic Pain
|
N/A | |
| Completed |
NCT00860743 -
Respiratory and Autonomic Plasticity Following Intermittent Hypoxia
|
Early Phase 1 | |
| Completed |
NCT00976417 -
Mechanisms of Action of Adaptive Servoventilation
|
N/A | |
| Active, not recruiting |
NCT00371293 -
The Effects of Obesity and Obstructive Sleep Apnea on Inflammation and Heart Disease
|
N/A | |
| Completed |
NCT00607893 -
Efficacy of Continuous Positive Airway Pressure in Reducing Oxidative Stress in Individuals With Sleep Apnea
|
N/A | |
| Completed |
NCT00070681 -
Outcomes of Sleep Disorders in Older Men
|
Phase 3 | |
| Completed |
NCT00083798 -
Family Linkage Study of Obstructive Sleep Apnea (OSA) in Iceland
|
N/A | |
| Completed |
NCT00089752 -
Continuous Positive Airway Pressure to Improve Milder Obstructive Sleep Apnea
|
N/A | |
| Completed |
NCT00051363 -
Apnea Positive Pressure Long-Term Efficacy Study
|
Phase 3 | |
| Completed |
NCT00046670 -
Sleep Disordered Breathing, APOE, and Lipid Metabolism
|
N/A | |
| Completed |
NCT00031239 -
Sleep Apnea in Look AHEAD Participants - Ancillary to Look AHEAD
|
N/A | |
| Terminated |
NCT00006321 -
Neurocognitive Function in Snoring Children
|
N/A | |
| Completed |
NCT00006323 -
Neurobehavioral Consequences of Sleep Apnea in Children
|
N/A | |
| Completed |
NCT00005511 -
SCOR in Neurobiology of Sleep--Intermediate Traits for Sleep Apnea
|
N/A | |
| Completed |
NCT00005275 -
Sleep Heart Health Study (SHHS) Data Coordinating Center
|
N/A |