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510(k) Data Aggregation

    K Number
    K080827
    Date Cleared
    2008-04-04

    (10 days)

    Product Code
    Regulation Number
    878.4040
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K960778, K041855

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

    The Handan N95 Particulate Respirators and Surgical Masks HY8510, HY9810 are intended for single use by operating room personnel and other health care workers to protect both the patients and the health care workers from transfer of microorganisms, blood and body fluids, and airborne particulate materials. This includes use as a procedure mask, isolation mask or dental face mask. This device also meets CDC Guidelines for TB Exposure Control.

    Device Description

    Handan HY8510 N95 particulate respirators and surgical mask is constructed from a polypropylene spunbond used in the inner and outer cover. The polypropylene melt blown filter media and polyester filter fabric are layered between the inner and outer cover. The head strap is made of polyester elastic(for single head strap) which is circled to the mask. The inside nosepiece is a PU foam.

    Handan HY9810 N95 particulate respirators and surgical mask is constructed from a polypropylene spunbond used in the outer cover, polyester filter fabric used in the inner cover. The polypropylene melt blown filter media is layered between the inner and out cover. The head straps are made of polyester elastic(for double headband) which is welded to the mask. The inside nosepiece is a PU foam.

    Both items are no - sterilized and only for single use.

    AI/ML Overview

    Acceptance Criteria and Study for Handan N95 Particulate Respirators and Surgical Masks (HY8510 & HY9810)

    The provided document describes the Handan N95 Particulate Respirators and Surgical Masks (HY8510 & HY9810) and their substantial equivalence to predicate devices, rather than a standalone AI/algorithm-based device requiring detailed performance metrics typical of AI/ML studies. Therefore, the information provided below is adapted to reflect the nature of the submitted 510(k) summary for a medical device that relies on established material and physical property testing.

    The acceptance criteria for the Handan N95 Particulate Respirators and Surgical Masks are based on established NIOSH (National Institute for Occupational Safety and Health) standards for N95 respirators and flammability standards. The study demonstrates that the device meets these criteria through non-clinical bench testing.

    1. Table of Acceptance Criteria and Reported Device Performance

    Test/Acceptance CriteriaReported Device Performance
    NIOSH Standards
    Exhalation ResistanceMet relevant requirements
    Inhalation ResistanceMet relevant requirements
    Sodium Chloride (NaCl)Met relevant requirements
    Flammability Standard
    16 CFR 1610 Class IComplied (Class I)
    Biocompatibility
    ISO 10993Met relevant requirements

    Note: The document explicitly states, "It is our conclusion that performance testing meet all relevant requirements of the aforementioned test standard."

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

    The document does not specify the exact sample sizes used for each individual test (Exhalation Resistance, Inhalation Resistance, NaCl, Flammability, Biocompatibility). These are non-clinical bench tests performed on physical samples of the manufactured respirators. The data provenance is from the manufacturer's internal testing or contracted laboratories, performed for the purpose of demonstrating compliance with the specified standards. The nature of these tests is prospective for the device being submitted.

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

    This section is not applicable in the context of this device and study. The ground truth for these tests is established by objective, standardized measurement protocols defined by NIOSH and other regulatory bodies (e.g., 16 CFR 1610, ISO 10993). The "experts" involved would be technicians and engineers qualified in performing these specific tests accurately according to the established methodologies, rather than clinical experts establishing a ground truth based on medical interpretations.

    4. Adjudication Method for the Test Set

    Adjudication methods like "2+1" or "3+1" are not applicable here. The tests involve objective measurements against predefined thresholds. The results are either compliant or non-compliant, based on the measured values falling within the acceptable ranges specified by the standards.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    No, an MRMC comparative effectiveness study was not done. This type of study is relevant for AI/ML devices that assist human readers in tasks like image interpretation. The Handan N95 respirators are physical devices whose performance is evaluated through material and physical property testing, not through human reader interpretation.

    6. Standalone Performance Study

    Yes, a standalone performance was done in the sense that the device's performance was evaluated independently against established standards through a series of bench tests. The algorithm, in this context, is the physical design and material composition of the respirator itself. The device (respirator) was tested on its own to demonstrate its intrinsic performance characteristics, without direct human-in-the-loop assistance for its primary function (filtration, resistance, etc.).

    7. Type of Ground Truth Used

    The ground truth used is based on objective, quantitative measurements against pre-defined regulatory and industry standards. For example:

    • NIOSH standards: Specify acceptable levels of inhalation and exhalation resistance, and filtration efficiency for particulate matter (e.g., NaCl aerosol).
    • 16 CFR 1610: Defines flammability performance classes based on burn time.
    • ISO 10993: Defines biocompatibility requirements through various tests (e.g., cytotoxicity, irritation, sensitization).

    8. Sample Size for the Training Set

    This concept is not applicable to the evaluation of this device. The Handan N95 respirators are physical products, not AI/ML algorithms. Therefore, there is no "training set" in the context of machine learning. The design and manufacturing process of the respirators would be analogous to the development phase, but not a data-driven training process.

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

    As noted above, the concept of a training set and its ground truth is not applicable for this type of medical device submission. The design and engineering of the respirators would be guided by the requirements of the standards (NIOSH, ISO, etc.), and the performance is then verified through the mandated non-clinical tests.

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