K Number
K240700
Manufacturer
Date Cleared
2024-12-08

(269 days)

Product Code
Regulation Number
882.1400
Panel
NE
Reference & Predicate Devices
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The HomeSleepTest is a non-invasive prescription device for home use with patients suspected to have sleep disorders including sleep-related breathing disorders. The HomeSleepTest is a diagnostic aid for the detection of sleep-related breathing disorders, sleep staging (REM, N1, N2, N3, Wake), and snoring level. Using three frontal electrodes and one mastoid electrode, the HomeSleepTest records electrical data. In addition, the device records triaxial accelerometer data, ambient light and acoustic data. With help of the ComfortOxyRing, the device records plethysmographic data, as well as SpO2, heart rate and activity data. The HomeSleepTest calculates and reports to clinicians EEG/EOG/EMG, sleep stages, SpO2, plethysmography, pulse rate and snoring level. Based on this, the HomeSleepTest indices derived parameters, such as autonomic arousal (based on plethysmogram of ring), oxygen desaturation index and hypnogram-derived indices, such as time in each sleep stage, as well as other sleep-related parameters, to aid in determining sleep quality and quantity. HomeSleepTest data is not intended to be used as the sole or primary basis for diagnosing any sleep disorders, or sleep-related breathing disorders, prescribing treatment, or determining whether additional diagnostic assessment is warranted. The HomeSleepTest is not intended for use in life-support and monitoring systems. The HomeSleepTest and its accessories are not intended for patients requiring monitoring and intensive care. The HomeSleepTest is a prescription device indicated for adult patients aged 21 years and over.

Device Description

The HomeSleepTest is used to record vital signs to determine a hypnogram (sleep profile) and sleep parameters that can be helpful in objectively determining sleep quality and quantity. The HomeSleepTest is available in a standard HomeSleepTest (HST) version and a HomeSleepTest REM+ (HST REM+) version. The only difference between the two basic devices is the measuring point of the outer electrodes on the forehead. HomeSleepTest refers to both versions of the device. Furthermore, the HomeSleepTest can be used to detect the patient's activity, head position and snoring. A recording with the HomeSleepTest is initialized in the clinic/practice. For this purpose, the patient is given the HomeSleepTest and a tablet to take home. The recording can thus be carried out independently in the home environment. Immediately after recording, the data is automatically transferred to the HST cloud. The physician has access to this data via the HST cloud where they can analyze the data via the HST cloud in DOMINO and generate a report. A tablet app with video sequences supports the patient in correct application and guides them through the required biocalibration of the system. Once the test is started, all data from the HomeSleepTest is recorded via Bluetooth. The HomeSleepTest records nine signals (3 x frontopolar EEG, 2 x EOG, EMG, snoring, activity and head position). Snoring and snoring rhythm are recorded via the tablet's microphone. Head position, movement and light support information about time in bed (TIB) and other sleep-related parameters. After completion of the measurement the next morning by the patient, the data is automatically uploaded to the HST cloud where it can be analyzed with help of DOMINO software. After the data has been successfully transferred to the cloud, an exchange with the physician is possible via the feed-back function. It is also possible to release a new measurement for this patient, so that recordings can be made over several nights to capture variability. An overview of all measurements is available to the physician in the HST Cloud. A chat area is used for communication between doctor and patient. In the cloud-based evaluation software, both the pre-evaluation and the raw data of the measurement should be analyzed or edited in an AASM compliant manner. A simple report is available immediately after uploading the measurement. However, the recorded data must still be verified by a physician: for the detailed report (standard report), the measurement is opened in the DOMINO software and scored manually. After evaluation, the standard report is also available in the overview and provides additional information on the various sleep parameters.

AI/ML Overview

Here's an analysis of the acceptance criteria and the study proving the device meets them, based on the provided text:

1. Table of Acceptance Criteria and Reported Device Performance

Parameter / MetricAcceptance CriteriaReported Performance (HomeSleepTest)
Concordance of Manually Scored Sleep Stages (HST vs. PSG)82.0%83.0% (Cohen's kappa 0.77)
Concordance of Automated Sleep Stages (HST Pre-evaluation vs. PSG Manual)50.0%53.7% (Cohen's kappa 0.40)
Interrater Variability (HST Sleep Stages Scorer 1 vs. Scorer 2)>70.0%71.3%
Total Sleep Time (TST)Not explicitly stated, but "minor differences" implied acceptanceMinor differences in TST between PSG and HST. Sustained sleep efficiency for PSG was 81.85% and for HST was 80.40% (difference of 1.45%).
Sleep Latency, REM Latency, Sleep Period Time, Wake After Sleep OnsetNot explicitly stated, but "minor time differences" implied acceptanceMinor time differences between subject and predicate device.
Different Sleep Stages as % TIB± 10%Wake, REM, N1, N2, N3 all meet the acceptance criteria of ± 10%.
Manually Scored Arousal IndexNot explicitly stated, but "met acceptance criteria"Met acceptance criteria.
Oxygen Desaturation ParametersNot explicitly stated, but "met acceptance criteria"Number of Desaturations (total, 90%,

§ 882.1400 Electroencephalograph.

(a)
Identification. An electroencephalograph is a device used to measure and record the electrical activity of the patient's brain obtained by placing two or more electrodes on the head.(b)
Classification. Class II (performance standards).