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510(k) Data Aggregation

    K Number
    K101689
    Date Cleared
    2010-09-20

    (96 days)

    Product Code
    Regulation Number
    878.4370
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    EMM EQUIPMENT COVER-POLYTHYLENE

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

    Exact Medical Manufacturing Equipment Cover - Polyethylene are sterile single use devices made of natural or synthetic materials intended to be used as a protective equipment covering, such as to isolate equipment from microbial and other contamination.

    The Exact Medical Manufacturing Equipment Covers-Polyethylene are also sold as bulk nonsterile, single use items, to repackager/relabeler establishments for further packaging and ethylene oxide sterilization.

    Device Description

    Exact Medical Manufacturing Equipment Cover- Polyethylene are single use, disposable equipment cover used in the OR as a protective covering, for the operating equipment, from the transfer of microorganisms, body fluids and particulates. Exact Medical Manufacturing Equipment Covers - Polyethylene are comprised Polyethylene with absorbent polypropylene. The Exact Medical Manufacturing Equipment Covers-Polyethylene are also sold as bulk non-sterile, single use items, to repackager/relabeler establishments for further packaging and ethylene oxide sterilization.

    AI/ML Overview

    The provided document is a 510(k) summary for a medical device called the "EMM Equipment Cover - Polyethylene." This type of document is for regulatory clearance and focuses on demonstrating substantial equivalence to a predicate device, rather than a clinical study evaluating the device's diagnostic or therapeutic performance. As such, many of the typical elements requested for an AI/diagnostic device study (like sample sizes for test sets, expert qualifications, adjudication methods, MRMC studies, standalone performance, training sets, and ground truth establishment for training data) are not applicable or present in this context.

    However, I can extract the acceptance criteria and reported device performance from the provided "Non-Clinical Testing Summary."

    1. Table of acceptance criteria and the reported device performance:

    TestAcceptance CriteriaReported Device Performance
    Water Resistance: Impact Penetration Test, Level 350 cm hydrostatic resistancePass
    Flammability of Clothing Textiles - Class 1Class 1 =/> 3.5 sec. average flame spreadPass
    Tearing Strength of Fabrics by Trapezoid ProcedureAcceptance criteria not established in recognized standard. Tear Strength for Md and Cd within general industry tolerance of +/- 20%Pass
    Breaking Strength and Elongation of Textile Fabrics (Grab Test)Acceptance criteria not established in recognized standard. Tensile Strength for Md and Cd within general industry tolerance of +/- 20%Pass
    Sterilization of health care products - Ethylene oxide - Part 1SAL of > 10-6Pass
    Lint and other particles generation in the dry stateAcceptance criteria not established in the recognized standardPass

    2. Sample sized used for the test set and the data provenance:

    • Sample Size: The document does not specify the sample size for each test. It refers to a "Finished Good Lot Number: 0980APA3" for multiple tests, implying that samples were drawn from this lot.
    • Data Provenance: The tests were conducted at "Nelson Labs, Utah, USA" and "SCDC, Shanghai, CN, LexaMed, Ohio, USA." This indicates the tests were conducted in the USA and China, presumably using newly manufactured equipment covers. These are non-clinical (laboratory/performance) tests, not clinical data sets.

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

    This information is not applicable. The device is an equipment cover, and the "ground truth" is established by laboratory performance standards and measurements, not by expert interpretation of clinical data.

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

    This information is not applicable. The tests are based on objective physical and chemical properties measured according to established standards, not on expert adjudication of ambiguous cases.

    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:

    This information is not applicable. The device is an equipment cover and not an AI-powered diagnostic tool. No MRMC study was conducted.

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

    This information is not applicable. The device is an equipment cover and does not involve an algorithm.

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

    The "ground truth" for this device's performance is defined by adherence to recognized international and national standards for material properties, barrier performance, flammability, and sterility. These are objective, measurable criteria, not subjective interpretations.

    8. The sample size for the training set:

    This information is not applicable. This is a manufactured product undergoing non-clinical performance testing, not a machine learning model requiring a training set.

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

    This information is not applicable. As there is no training set, there is no ground truth establishment process for it.

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