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510(k) Data Aggregation

    K Number
    K051227
    Manufacturer
    Date Cleared
    2006-04-07

    (330 days)

    Product Code
    Regulation Number
    870.5800
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    RENU MEDICAL REPROCESSED ALP 1 CALF GARMENT, MODEL ALP1

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

    The ReNu Medical Reprocessed ALP®1 is to be used by patients in both the home and institutional settings as a non-invasive therapeutic method to:

    • Prevent deep vein thrombosis and resulting pulmonary embolism.
    • Intra-operative compression therapy.
    Device Description

    The ReNu Medical Reprocessed (up to 18" calf circumference)

    AI/ML Overview

    The provided text describes a 510(k) submission for a reprocessed medical device, the ReNu Medical Reprocessed ALP®1 Calf Garment. It focuses on demonstrating substantial equivalence to predicate devices and the impact of reprocessing.

    Based on the provided text, the following information can be extracted and inferred:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance CriteriaReported Device Performance
    Overall designIdentical
    MaterialsIdentical
    Energy sourceIdentical
    Mode of operationIdentical
    Performance techniquesIdentical
    Reprocessing methodologyIdentical
    BiocompatibilityReprocessing does not affect biocompatibility
    Performance after reprocessingBench testing conducted to ensure reprocessing did not compromise performance
    Safety after reprocessingValidation information provided to demonstrate device safety is not impacted by reprocessing

    2. Sample size used for the test set and the data provenance

    • Sample Size: Not explicitly stated. The text mentions "Bench testing was conducted" but does not give a specific number of units tested.
    • Data Provenance: Not explicitly stated. Given the context of a 510(k) submission from a US company (Everett, WA), it is highly likely the testing was conducted in the US. The testing appears to be internal (bench testing) rather than clinical.

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

    This section is not applicable as the study described is a bench study comparing a reprocessed device to its original and predicate devices, not a study involving human interpretation or subjective assessment of medical conditions by experts. The "ground truth" here refers to the physical and functional properties of the device.

    4. Adjudication method for the test set

    This section is not applicable for the same reasons as point 3. There is no human interpretation requiring adjudication.

    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 section is not applicable. The device is a physical medical device (compression sleeve), not an AI diagnostic or assistive tool. Therefore, an MRMC study related to AI assistance is irrelevant.

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

    This section is not applicable. The device is a physical medical device, not an algorithm.

    7. The type of ground truth used

    The ground truth used for the acceptance criteria was based on the physical and performance characteristics of the predicate devices and the original (unreprocessed) ALP™1 Calf Garment. The goal was to demonstrate that the reprocessed device remained "identical" in key aspects and that reprocessing did not compromise its safety or performance.

    8. The sample size for the training set

    This section is not applicable. There is no "training set" as this is a physical device re-processing validation, not an AI or machine learning model development.

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

    This section is not applicable for the same reason as point 8.

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