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510(k) Data Aggregation

    K Number
    K223269
    Date Cleared
    2023-05-18

    (206 days)

    Product Code
    Regulation Number
    882.1330
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The AD-TECH Depth Electrodes (Spencer Probe Depth Electrodes) are intended for temporary (< 30 days) use with recording, monitoring and stimulation equipment for the recording, monitoring and stimulation of electrical signals at the subsurface level of the brain. The recording of electrical activity supports definition of the location of epileptogenic foci and brain mapping.

    Device Description

    The Depth Electrodes (Spencer Probe Depth Electrode) are intended for recording, monitoring and stimulation at sub-surface levels of the brain. These electrodes are provided sterile, disposable and single patient use. The Depth Electrodes (Spencer Probe Depth Electrodes) provide the patient contact device. The Depth Electrodes (Spencer Probe Depth Electrodes) connect to an electrode cable that is applied to the user's equipment. The electrodes are used by physicians.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and the study information for the Spencer Probe Depth Electrodes, as extracted from the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    Hazard AddressedTest Method UsedAcceptance CriterionReported Device Performance (Summary of Test Results)
    Image ArtifactASTM F2119-13No Criteria, Descriptive Statement1.5T: Adoption from 3.0T tests since 3.0T is the worst-case. 3.0T: Image distortion of 19 mm from the edge of the device.
    Magnetically Induced Displacement ForceASTM F2052-15<45° deflection1.5T: Adoption from 3.0T tests since 3.0T is the worst-case. 3.0T: pass (meaning deflection was less than 45°).
    Magnetically Induced TorqueASTM F2213-17, Low friction surface method<45° rotation1.5T: Adoption from 3.0T tests since 3.0T is the worst-case. 3.0T: pass (meaning rotation was less than 45°).
    RF Induced HeatingASTM F2182-19e2<6°C1.5T & 3.0T: Under the conditions defined in the labeling, the MR induced heating will be less than <6°C.
    Accessory Stay Flange ConductivityN/A (Descriptive Test)Negligible conductivityResults showed that conductivity was negligible, and use of the optional accessory Stay Flange would not lead to any additional safety concerns in association with MRI.

    2. Sample Size Used for the Test Set and Data Provenance

    • Test Set Sample Size:
      • Image Artifact, Magnetically Induced Displacement Force, Magnetically Induced Torque: "The device with the maximum mass/linear length" (for image artifact) and "The device with maximum mass" (for displacement force and torque) were tested. This implies a single representative model or a limited number of "worst-case" configurations. The exact number of individual devices or instances is not specified, but it's likely a small, controlled sample to demonstrate compliance with MR safety.
      • RF Induced Heating: "devices with different lengths, different electrode designs, and different insertion depths were studied." Again, the exact number isn't quantified, but it indicates a range of device configurations were tested.
    • Data Provenance: The studies were conducted by "Ad-Tech, in conjunction with University of Houston." The data is thus likely laboratory-generated performance data specific to the device under controlled testing conditions, not derived from patient data (retrospective or prospective). The country of origin of the data would be the USA (University of Houston).

    3. Number of Experts Used to Establish Ground Truth for the Test Set and Qualifications

    This type of information is not applicable to the provided document. The studies described are engineering performance tests related to MR safety, not clinical studies requiring expert ground truth for diagnostic or therapeutic accuracy. The acceptance criteria are based on established engineering standards (ASTM and ISO).

    4. Adjudication Method for the Test Set

    This is not applicable as the studies are technical performance tests with objective, measurable criteria, not clinical assessments requiring adjudication of human readings or interpretations.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and Effect Size of AI Improvement

    This is not applicable. The document describes the technical performance and safety testing of a medical device (depth electrodes) in the MR environment, not an AI-powered diagnostic or therapeutic tool that would typically undergo MRMC studies.

    6. If a Standalone (Algorithm Only Without Human-in-the-Loop Performance) Was Done

    This is not applicable. The device is a physical medical instrument, not an algorithm.

    7. Type of Ground Truth Used

    The "ground truth" for these tests are the objective measurements against established engineering and safety standards:

    • Physical properties: Measured displacement, rotation, and temperature changes in a controlled MR environment.
    • Standard compliance: The tests aim to demonstrate compliance with ASTM and ISO standards for MR safety. The "ground truth" is therefore adherence to these physical principles and regulatory standards.

    8. Sample Size for the Training Set

    This is not applicable. The device is a physical electrode, not a machine learning model, so there is no training set involved.

    9. How the Ground Truth for the Training Set Was Established

    This is not applicable for the same reason as above.

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