Comparison of Dreem to Clinical PSG for Sleep Monitoring in Healthy Adults

NCT ID: NCT03725943

Last Updated: 2018-11-28

Study Results

Results pending

The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.

Basic Information

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Recruitment Status

COMPLETED

Clinical Phase

NA

Total Enrollment

31 participants

Study Classification

INTERVENTIONAL

Study Start Date

2018-09-04

Study Completion Date

2018-11-16

Brief Summary

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This study aims to evaluate the accuracy of automated sleep analysis by the Dreem dry-EEG headband and deep learning algorithm in comparison to the consensus of 5 sleep technologists' manual scoring of a gold-standard clinical polysomnogram (PSG) record in healthy adult volunteers during an overnight clinic-based sleep study.

Detailed Description

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The study will enroll 25 adult volunteers who will undergo a one-night in-lab sleep study. All volunteers are first prescreened over the phone. Upon arrival at the research center, volunteers provide informed consent, are interviewed to confirm eligibility, and complete a detailed demographic, medical, health, sleep, and lifestyle survey. After the survey, participants are fitted with the PSG and the Dreem headband by the sleep technologist. During the PSG sleep study, the Dreem headband records EEG, pulse, oxygen saturation (SO2), movement, and respiratory rate.

Dreem's algorithms will be used to automatically stage the Dreem sleep data, and the results will then be compared to the consensus of 5 sleep technologists' manual scoring of the respective PSG records for the same individuals to determine the accuracy of Dreem's sleep staging algorithms.

Conditions

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Sleep

Study Design

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Allocation Method

NA

Intervention Model

SINGLE_GROUP

Dreem
Primary Study Purpose

DIAGNOSTIC

Blinding Strategy

NONE

Study Groups

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Healthy adults

Dreem

Group Type EXPERIMENTAL

Dreem

Intervention Type DIAGNOSTIC_TEST

Dreem Band to be worn by each participant while undergoing in-lab sleep study with PSG.

Interventions

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Dreem

Dreem Band to be worn by each participant while undergoing in-lab sleep study with PSG.

Intervention Type DIAGNOSTIC_TEST

Eligibility Criteria

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Inclusion Criteria

* Capable of providing informed consent

Exclusion Criteria

* Pregnant or nursing females
* History of any severe comorbidities such as cardiac, neurologic, or psychiatric diseases/disorders in the last 12 months
* Morbid obesity (BMI \>= 40)
* Use of benzodiazepines, nonbenzodiazepine (Z-drugs), or Gammahydroxybutyrate (GHB) the day/night of the study
Minimum Eligible Age

18 Years

Maximum Eligible Age

65 Years

Eligible Sex

ALL

Accepts Healthy Volunteers

Yes

Sponsors

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Institut de Recherche Biomedicale des Armees

OTHER_GOV

Sponsor Role collaborator

Dreem

INDUSTRY

Sponsor Role lead

Responsible Party

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Responsibility Role SPONSOR

Principal Investigators

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Fabien Sauvet, M.D., Ph.D.

Role: PRINCIPAL_INVESTIGATOR

Institut de Recherche Biomédicale des Armées

Locations

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Institut de Recherche Biomédicale des Armées

Brétigny-sur-Orge, D19, France

Site Status

Countries

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France

References

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Arnal PJ, Thorey V, Debellemaniere E, Ballard ME, Bou Hernandez A, Guillot A, Jourde H, Harris M, Guillard M, Van Beers P, Chennaoui M, Sauvet F. The Dreem Headband compared to polysomnography for electroencephalographic signal acquisition and sleep staging. Sleep. 2020 Nov 12;43(11):zsaa097. doi: 10.1093/sleep/zsaa097.

Reference Type DERIVED
PMID: 32433768 (View on PubMed)

Other Identifiers

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OCTAVE IRBA

Identifier Type: -

Identifier Source: org_study_id

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