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510(k) Data Aggregation

    K Number
    K040930
    Date Cleared
    2004-07-02

    (84 days)

    Product Code
    Regulation Number
    876.5010
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    ZILVER BILIARY STENT SYSTEM USW

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

    The Wilson-Cook Zilver Biliary Stent System USE is indicated for the palliation of malignant neoplasms in the biliary tree.

    Device Description

    The proposed Wilson-Cook Zilver Biliary Stent System-USW is a catheter within a catheter configuration. The pre-loaded (SEMS) Zilver Stent is held between the inner and outer catheter by natural expansion force at the distal tip. The inner catheter allows for wire guide access when placed through the accessory channel of an endoscope. The stent is self-expanding to nominal pressures to exert force on malignant neoplasms in the biliary tree resulting in dilation. It is offered in a variety of diameters/lengths to accommodate a range of biliary tumors.

    AI/ML Overview

    The provided text describes a 510(k) submission for the "Wilson-Cook Zilver Biliary Stent System-USW" and its modification, but it does not contain information about specific acceptance criteria, device performance metrics (e.g., sensitivity, specificity), or a study detailing how the device meets such criteria.

    The document refers to "Non-Clinical Testing" being performed "with respect to The FDA Guidance for the Content of PreMarket Notifications for Metal Expandable Biliary Stents and additional tests as needed to verify safety and performance." However, it does not elaborate on what these tests involved, what the acceptance criteria for those tests were, or what the reported performance was.

    Therefore, most of the requested information cannot be extracted from this document.

    Here's what can be gathered, highlighting the missing information:

    1. Table of Acceptance Criteria and Reported Device Performance

    CriterionAcceptance CriteriaReported Device Performance
    Clinical Performance (e.g., efficacy, patency rates)Not specified in the documentNot specified in the document
    Mechanical Performance (e.g., radial force, fatigue resistance, deployment accuracy)Not specified in the document. Reference to FDA Guidance for Metal Expandable Biliary Stents, but no specific criteria listed.Not specified in the document.
    BiocompatibilityNot specified in the document.Mentioned as tested and believed to be substantially equivalent to predicate, but no specific results reported.
    SterilityNot specified in the document.Mentioned as supplied sterile, but no testing details or performance reported.

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

    • Sample Size (Test Set): Not specified in the document.
    • Data Provenance: Not specified in the document.

    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 as the document does not describe a study involving expert-established ground truth for a test set. This device is a medical device, not an AI/diagnostic tool, so this type of evaluation is generally not performed in the same manner.

    4. Adjudication method for the test set

    • Not applicable for the reasons stated above.

    5. If a multi-reader, multi-case (MRMC) comparative effectiveness study was done, and the effect size of how much human readers improve with AI vs without AI assistance

    • Not applicable. This is a medical device (stent), not an AI/diagnostic tool that would involve human reader interpretation.

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

    • Not applicable. This is a medical device (stent), not an algorithm.

    7. The type of ground truth used

    • Not applicable, as there is no mention of a diagnostic study requiring ground truth in this context. The "performance data" refers to non-clinical testing of the stent's physical characteristics and biocompatibility.

    8. The sample size for the training set

    • Not applicable, as this is a medical device (stent), not a machine learning algorithm that requires a training set.

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

    • Not applicable for the reasons stated above.
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