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510(k) Data Aggregation

    K Number
    K960431
    Date Cleared
    1996-10-29

    (272 days)

    Product Code
    Regulation Number
    880.5440
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    This device provides additional access ports into a standard angiographic fluid delivery system and can be used in conjunction with syringes and other accessories where angiographic injection is indicated. This product's medium/high nressure designation does not preclude its use for low pressure modalities.

    Device Description

    The SDM Angiographic Manifold consist of one or more stopcocks, where the multiple stopcock configurations are connected in line to form a manifold, with some models of each also having a high pressure extension line attached. These devices have bodies made of nolvearbonate and handle plugs made of polyethylene. The plugs are lightlv siliconized for smooth rotation. Each of the devices will be supplied single packaged and sterile. Packaging will consist of a standard Tyvek/Poly pouch.

    AI/ML Overview

    This document describes a 510(k) premarket notification for the "SDM Angiographic Manifold with Extension Lines," a medical device. As such, it does not contain the information requested regarding acceptance criteria and a study proving the device meets those criteria in the context of AI/ML or diagnostic performance.

    510(k) submissions typically demonstrate substantial equivalence to a legally marketed predicate device rather than conducting de novo clinical trials to establish acceptance criteria for performance metrics in the way often associated with AI/ML devices (e.g., sensitivity, specificity).

    Therefore, I cannot provide the requested information for the following reasons:

    The document does not:

    • Define "acceptance criteria" related to device performance in a quantified way (e.g., sensitivity, specificity, accuracy).
    • Describe a "study that proves the device meets the acceptance criteria" in terms of clinical outcomes or diagnostic performance.
    • Mention any AI or machine learning components.
    • Discuss sample sizes for test sets, data provenance, expert ground truth establishment, adjudication methods, MRMC studies, standalone performance, or training set details.

    Instead, the document focuses on:

    • Substantial Equivalence: Comparing the device to existing predicate devices in terms of intended use, materials, and design.
    • Biocompatibility Evaluation: Stating that materials are generically the same as predicate devices and that testing showed biocompatibility per ISO Standard 10993, Part I.

    Conclusion:

    The provided document is a 510(k) summary for a physical medical device (angiographic manifold) seeking to demonstrate substantial equivalence, not a performance study for an AI-powered diagnostic tool. Therefore, the requested information elements (acceptance criteria table, sample sizes, expert details, etc.) are not applicable or present in this context.

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