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510(k) Data Aggregation

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The QUADROX-iD Adult diffusion membrane oxygenator is intended for use in an extracorporeal circulation during cardiopulmonary bypass in cardiac surgery. Within the specified flow rate range, the device oxygenates the blood, removes carbon dioxide from the blood and regulates the blood temperature. The application duration is limited to 6 hours.

    Responsibility for deciding whether to use an oxygenator rests solely with the attending physician.

    Device Description

    The QUADROX-iD Adult diffusion membrane oxygenator with BIOLINE Coating and with SOFTLINE Coating is a blood-gas exchanger with integrated heat exchanger.

    AI/ML Overview

    This document is a 510(k) summary for the MAQUET QUADROX-iD Adult diffusion membrane oxygenator. It outlines the device's technical comparison to predicate devices and the non-clinical testing performed to establish substantial equivalence.

    1. A table of acceptance criteria and the reported device performance

    The document does not explicitly state acceptance criteria in a quantitative format with corresponding reported device performance values. Instead, it refers to compliance with established international standards for medical devices.

    Acceptance Criteria CategoryReported Device Performance (Compliance)
    IntegrityTested and / or evaluated
    PerformanceTested and / or evaluated
    BiocompatibilityMet the requirements of ISO 10993-1
    SterilityTested and / or evaluated
    General Cardiovascular Implants and Artificial Organs StandardsMet the requirements of ISO 7199 (Blood-gas exchangers)

    2. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)

    The document does not specify the sample size used for the test set or the data provenance (country of origin, retrospective/prospective). The testing appears to be non-clinical (laboratory/bench testing) as opposed to human subject trials.

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

    Not applicable. This is a non-clinical evaluation of a medical device (oxygenator) against performance standards, not an AI/diagnostic device requiring expert consensus for ground truth.

    4. Adjudication method for the test set

    Not applicable. This is a non-clinical evaluation of a medical device against performance standards.

    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

    Not applicable. This is a medical device (oxygenator) and not an AI or diagnostic imaging device involving human readers.

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

    Not applicable. This is a medical device (oxygenator), not an algorithm. The testing described is for the physical device's performance characteristics.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc)

    The "ground truth" for this device's performance is compliance with established international standards (ISO 10993-1 and ISO 7199) and the performance characteristics demonstrated during testing (e.g., oxygenation, CO2 removal, heat exchange). This is based on objective measurements against engineering and biological standards, not expert consensus or pathology in the diagnostic sense.

    8. The sample size for the training set

    Not applicable. This is a medical device, not a machine learning model. There is no concept of a "training set" in the context of this 510(k) submission.

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

    Not applicable. See point 8.

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