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510(k) Data Aggregation

    K Number
    K041473
    Date Cleared
    2004-07-15

    (43 days)

    Product Code
    Regulation Number
    868.5925
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The device is to be used by properly trained personnel to deliver emergency, short term, constant flow - pressure cycled ventilatory support.

    Device Description

    The VORTRAN Automatic Resuscitator (Model VAR-Plus) provides constant flow pressure cycled ventilatory support. The primary working mechanism of the VAR-PLUS is the Modulator which is an exhalation valve that opens at a set PIP (Peak Inspiratory Pressure) pressure and closes at a lower PEEP (Positive End Expiratory Pressure) pressure. During inhalation, exhalation will not start until the peak pressure is reached. During exhalation, inhalation will not begin until the pressure drops to PEEP. The rest of the VAR-PLUS consists of the Patient Connector Tee used to supply a flow of gas, entrain additional air, and provide a redundant pop-off valve

    AI/ML Overview

    The provided document is a 510(k) summary for the VORTRAN Automatic Resuscitator (VAR-Plus), a Class II medical device. It details the device's characteristics, intended use, and substantial equivalence to predicate devices, but it does not contain information about clinical studies measuring specific performance metrics against acceptance criteria.

    The document explicitly states "Clinical Tests: None" and "Adverse S & E: None." Instead, the submission relies on in vitro testing and comparison to existing standards and predicate devices to demonstrate substantial equivalence.

    Therefore, many of the requested items cannot be extracted directly from this document.

    Here's a breakdown of what can and cannot be answered:

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

    The document does not provide a table of acceptance criteria with corresponding device performance metrics. It refers to two standards/guidances that define performance and safety requirements:

    • "FDA Draft Emergency Resuscitator Equivalency Guidance" 14 April 1993 868.5925 Powered Emergency Ventilator (Resuscitator) BTL
    • "Standard Specification for Minimum Performance and Safety requirements for Resuscitators Intended for Use with Humans", ASTM Designation: F 920 - 93 (Reapproved 1999) An American National Standard.

    However, the specific acceptance criteria from these documents and the VAR-Plus's reported performance against them are not detailed in this 510(k) summary. It only states that the device "meets" these standards. The device's operational characteristics are described qualitatively:

    Operational CharacteristicReported Device Performance (Qualitative)
    Gas Flow InputUp to 40 L/min
    Automatic Delivery (50 PSIG source)40 L/min (667 mL/second)
    Peak Pressure (PIP)Adjustable from 10 to 45 cm H2O
    PEEPTypically 1/5th of PIP
    Inspiratory TimeAdjustable over a wide range
    RateAdjustable over a wide range
    Air Entrainment ValveAllows patient to entrain additional air and respond to demand (pressure support)
    Redundant Pop-off ValveRelieves pressure at 60 cm H2O

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

    Not applicable, as no clinical tests were performed. The "in vitro testing" mentioned is not detailed in terms of sample size or methodology.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience)

    Not applicable, as no clinical tests requiring expert-established ground truth were performed.

    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set

    Not applicable, as no clinical tests requiring adjudication were performed.

    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 device is a mechanical resuscitator, not an AI or diagnostic imaging device that would typically undergo MRMC studies with human readers.

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

    The device itself is a standalone mechanical resuscitator. However, "standalone performance" in the context of typical AI/diagnostic device evaluation refers to the algorithm's performance without human intervention, which is not relevant here. The device's performance, as a mechanical product, was evaluated through in vitro testing against standards.

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

    Not applicable for clinical studies. The "ground truth" for the in vitro testing would be the specifications and requirements outlined in the referenced FDA Guidance and ASTM Standard. Compliance was likely verified through physical measurements and observations during bench testing.

    8. The sample size for the training set

    Not applicable, as this is a mechanical device, not an AI/machine learning algorithm requiring a training set.

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

    Not applicable, as this is a mechanical device, not an AI/machine learning algorithm.

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