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510(k) Data Aggregation

    K Number
    K014282
    Manufacturer
    Date Cleared
    2002-06-26

    (181 days)

    Product Code
    Regulation Number
    868.5260
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K881657, K945359, K941381, K941536

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

    For use with ventilators, anesthesia machines, and open flow systems where filtration of inspired and / or expired gases is desired and to add and retain moisture in the circuit as required.

    For patients with a tidal volume 150-500 ml (pediatrics) and >250 ml (adults).

    Single patient use. Duration of use up to 24 hours.

    Device Description

    The Munktell Bacstop Filter and Filter / HME are available in multiple sizes and incorporate standard 15 / 22 mm connectors with a gas sampling luer port. The depth filter uses electrostatic media for filtration and a foam media for the HME media.

    AI/ML Overview

    Here's an analysis of the provided text regarding the acceptance criteria and study for the Munktell Bacstop Filter and Filter/HME:

    Acceptance Criteria and Device Performance

    AttributeAcceptance Criteria (from Predicate/Standard)Reported Device Performance (Munktell Bacstop)
    Resistance to Flow (Adult)250 ml
    Dead Space(Implied by predicate devices' performance for similar devices)23 to 85 ml
    Intended UseFor use with ventilators, anesthesia machines, and open flow systems where filtration of inspired/expired gases is desired and to add and retain moisture. For pediatric (150-500ml TV) and adult (>250ml TV) patients. Up to 24 hours use.Same
    Single Patient UseYesYes
    Environment of UseHome, Hospital, Sub-acute Institutions, Emergency ServicesSame
    Gas Sampling PortYes (as per predicate design, implicitly)Yes
    Standard 15/22 mm connectorsYes (as per predicate design, implicitly)Yes
    ISO 5356-1 Conical 15/22Yes (Standard conformance)Yes
    ISO 594-2 Luer FittingsYes (Standard conformance)Yes
    ISO 9360- HME moisture outputYes (Standard conformance)Yes

    Study Information

    Based on the provided Non-Confidential Summary of Safety and Effectiveness (510(k) K014282), the "study" is primarily a bench-testing and comparison to predicate devices to demonstrate substantial equivalence, rather than a clinical trial with human subjects.

    Here's the breakdown of the requested information based on the document:

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

      • Sample size: Not explicitly stated for specific tests. The document refers to "Nelson Lab." for bacterial and viral filtration, implying laboratory testing. For other parameters like resistance and humidification, it would involve testing multiple units to ensure consistency, but specific numbers are not provided.
      • Data provenance: "Nelson Lab." is mentioned for BFE and VFE, which is a known independent testing laboratory. The overall data likely originates from testing performed by or for Munktell Filter AB (Sweden). The studies appear to be prospective bench tests designed to evaluate specific performance attributes.
    2. 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)

      • This question is not applicable to this type of device submission. Medical device filters do not typically use expert ground truth for performance metrics in the same way an imaging AI algorithm would. Performance is measured against physical standards and laboratory methods (e.g., measuring pressure drop, bacterial retention, water vapor content). The "ground truth" is defined by the physical or microbiological measurement standards themselves.
    3. Adjudication method (e.g. 2+1, 3+1, none) for the test set

      • None. Adjudication methods are typically used in clinical studies or expert review of image interpretation, which is not relevant for the bench testing of a breathing circuit filter.
    4. 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

      • No. An MRMC study is relevant for an AI-powered diagnostic imaging device involving human readers. This submission is for a medical filter, which does not involve human readers or AI assistance in its function.
    5. If a standalone (i.e. algorithm only without human-in-the loop performance) was done

      • Yes, in spirit. The performance metrics (BFE, VFE, resistance, humidification) are "standalone" in that they measure the device's intrinsic physical and biological filtering capabilities without human intervention during its operation. There is no "algorithm" in the sense of software interpreting data, but the filter itself performs its function independently.
    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc.)

      • The "ground truth" for the performance claims in this submission is the measured output from standardized laboratory testing. For example:
        • Bacterial Filtration (BFE) and Viral Filtration (VFE): Ground truth is established by standardized microbiological testing methods (e.g., aerosol challenge tests) that measure the percentage of bacteria/viruses retained by the filter.
        • Resistance to flow: Ground truth is established by physical measurement of pressure drop across the filter at specified flow rates using calibrated equipment.
        • Humidification Output: Ground truth is established by standardized tests (e.g., ISO 9360) that measure the absolute humidity delivered by the HME.
    7. The sample size for the training set

      • Not applicable. This device is hardware (a filter), not an AI algorithm that requires a "training set."
    8. How the ground truth for the training set was established

      • Not applicable. As above, there is no "training set" for this type of device.
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