K Number
K171459
Manufacturer
Date Cleared
2017-08-21

(95 days)

Product Code
Regulation Number
882.1320
Panel
NE
Reference & Predicate Devices
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The Ceribell Instant EEG Headband is an electroencephalogram (EEG) electrode array intended for single patient use in the recording of EEGs in patients of 6 years and older. The Instant EEG Headband is intended for prescription use in the home, healthcare facility, or clinical research environment.

Device Description

The Ceribell Instant EEG Headband is a 10 electrode EEG headband is non-sterile and disposable for single patient use and designed to be used exclusively with the Ceribell Pocket EEG Device (K170363) for EEG acquisition and recording.

The Ceribell Instant EEG Headband is comprised of the following components:

  • An elastic fabric headband
  • A cable attached to the headband to allow connection to an EEG acquisition/recording device
  • 10 electrode assemblies, each consisting of the following:
    • Passive Silver/silver-chloride electrode
    • Reservoir filled with conductive electrolyte gel
    • Mechanism for dispensing gel onto patient scalp
    • Scalp-contacting prongs to prepare scalp for electrode contact
AI/ML Overview

The Ceribell Instant EEG Headband is a Class II medical device (product code GXY) intended for single-patient use in recording EEGs for patients aged 6 years and older. It is disposable, non-sterile, and designed to be used exclusively with the Ceribell Pocket EEG Device (K170363). The headband comprises an elastic fabric headband, a cable for connection to an EEG acquisition/recording device, and 10 electrode assemblies. Each electrode assembly contains a passive silver/silver-chloride electrode, a reservoir filled with conductive electrolyte gel, a mechanism for dispensing gel, and scalp-contacting prongs for scalp preparation.

1. Table of Acceptance Criteria and Reported Device Performance

TestAcceptance Criteria (implied by standard)Reported Device Performance
Electrode ImpedanceMeets ANSI/AAMI EC12 5.2.2.1 requirements.All samples passed.
Electrode DC Offset VoltageMeets ANSI/AAMI EC12 5.2.2.2 requirements.All samples passed.
Combined Offset Instability and Internal NoiseMeets ANSI/AAMI EC12 5.2.2.3 requirements. (Peak-to-peak passband voltage measured over 5 min after 1 min stabilization)All samples passed.
Defibrillation Overload RecoveryMeets ANSI/AAMI EC12 5.2.2.4 requirements. (DC offset voltage and AC impedance after 4 simulated defibrillation discharge events)All samples passed.
Bias Current ToleranceMeets ANSI/AAMI EC12 5.2.2.5 requirements. (DC offset voltage over 8 hours with 200 nA bias current)All samples passed.
Conductive Gel Delivery/Skin Prep Testing• Integrated conductive gel can be properly dispensed.
• Additional gel can be added by the user.
• Aluminum oxide powder is present on scalp-contacting surfaces.All samples passed.
Headband Size Range TestingMeasured headband sizes match specified ranges (Small, Medium, Large).All samples passed.
Simulated Use TestingDevice functions correctly under simulated use conditions with mannequin heads (including long hair).All samples passed.
Packaging Performance TestingDevice remains visually intact, functions, and performs electrically after environmental conditioning and shipping tests (per ASTM D7386).All samples passed.
Biocompatibility Testing• Cytotoxicity: Meets ISO 10993-5.
• Irritation and Sensitization: Meets ISO 10993-10.All samples passed.

2. Sample size used for the test set and the data provenance

The document does not explicitly state the specific sample sizes for each test in the performance data section. It consistently uses the phrase "All samples passed" for each test. The provenance of the data is that it was generated from performance testing conducted on the subject device (Ceribell Instant EEG Headband). The document does not specify the country of origin of the data or whether the studies were retrospective or prospective, though performance testing studies are typically prospective.

3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

This section is not applicable as the performance data presented primarily consists of engineering and biocompatibility testing against recognized standards (e.g., ANSI/AAMI EC12, ISO 10993) and functional verification tests. These tests do not involve expert interpretation or establishing ground truth in the way clinical studies with human assessors would.

4. Adjudication method for the test set

This section is not applicable for the same reasons above. The performance tests involve objective measurements against predefined criteria in established standards rather than subjective assessments requiring adjudication.

5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance

The document does not indicate that an MRMC comparative effectiveness study was done. The device described is an EEG electrode array (cutaneous electrode), not an AI-powered diagnostic algorithm or analysis tool. Its purpose is for the recording of EEG signals, not their interpretation or analysis using AI.

6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done

This section is not applicable. The Ceribell Instant EEG Headband is a hardware device (electrode array) for signal acquisition, not a standalone algorithm.

7. The type of ground truth used

For the performance tests:

  • The "ground truth" or reference for the electrical performance tests (e.g., Impedance, DC Offset Voltage, Bias Current Tolerance, Defibrillation Overload Recovery, Combined Offset Instability and Internal Noise) was the specific requirements and methodologies outlined in the ANSI/AAMI EC12 standard.
  • For the biocompatibility tests, the ground truth was the specific requirements and methodologies outlined in ISO 10993-5 (Cytotoxicity) and ISO 10993-10 (Irritation and Sensitization).
  • For functional tests (e.g., Conductive Gel Delivery/Skin Prep Testing, Headband Size Range Testing, Simulated Use Testing, Packaging Performance Testing), the ground truth was the pre-defined functional specifications and expected performance criteria established for the device.

8. The sample size for the training set

This section is not applicable. The Ceribell Instant EEG Headband is a hardware device (electrode array) and does not involve AI or machine learning algorithms that require a "training set" in the conventional sense.

9. How the ground truth for the training set was established

This section is not applicable as there is no training set mentioned for this hardware device.

§ 882.1320 Cutaneous electrode.

(a)
Identification. A cutaneous electrode is an electrode that is applied directly to a patient's skin either to record physiological signals (e.g., the electroencephalogram) or to apply electrical stimulation.(b)
Classification. Class II (performance standards).