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510(k) Data Aggregation

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

    The flexible ENT-5000 Video ENT Scope with EndoSheath® Technology is intended for use in flexible endoscopic examination of the upper airway, vocal cords and/or nasal passages; and for use in diagnostic arthroscopic and endoscopic procedures to provide illumination and visualization of an interior cavity of the body through either a natural or surgical opening.

    The digital video processor is intended for use with the VSI flexible video scope.

    Device Description

    The VSI endoscopes are flexible endoscopes with connections to a video processor and display monitor. The EndoSheath® Techology for the ENT-5000 are optional, sterile, single-use protective sheath systems, with or without a working channel, that are intended to cover the entire insertion tube of the videoscope. The digital video processors are used with the flexible videoscopes for image visualization and capture.

    AI/ML Overview

    The provided text is a 510(k) Premarket Notification for a medical device (Flexible ENT Scopes with Digital Video Processor and Disposable EndoSheath® Technology). This type of submission focuses on demonstrating substantial equivalence to a legally marketed predicate device, rather than proving efficacy through clinical studies with specific acceptance criteria in the way a pharmaceutical trial or a software AI device might.

    Therefore, the document does not contain the information requested regarding acceptance criteria, a specific study proving the device meets those criteria, sample sizes, data provenance, expert adjudication, MRMC studies, standalone performance, or detailed ground truth establishment as it would for a performance-based assessment (e.g., for an AI/ML algorithm).

    Here's why and what the document does state:

    • Type of Device: The device is a flexible endoscope system. These are physical instruments used for visualization. Substantial equivalence for such devices is typically demonstrated through engineering tests (electrical safety, thermal, EMC), material compatibility, and a comparison of technological characteristics and intended use to existing devices, showing they are as safe and effective as the predicate.
    • Regulatory Pathway: 510(k) is a premarket submission made to the FDA to demonstrate that the device to be marketed is at least as safe and effective as a legally marketed device (predicate device). It's not a de novo pathway or a PMA, which might require extensive clinical trials with specific statistical endpoints.
    • Focus of the Document: The document focuses on:
      • Identifying the device and its intended use.
      • Identifying predicate devices.
      • Comparing the technological characteristics of the subject device to predicate devices.
      • Stating that the device has undergone and passed "electrical safety, thermal, and EMC testing requirements."
      • Stating that "patient contact materials in the endoscope are identical to the materials used in predicate device Vision Sciences' ENT-5000 (K072073)."
      • Concluding that, based on this comparison, the device is "safe and effective for their intended use."

    To reiterate, the document does not include:

    1. A table of acceptance criteria and reported device performance: No specific performance metrics (e.g., sensitivity, specificity, accuracy) are defined or reported.
    2. Sample size used for the test set and data provenance: No "test set" in the context of an algorithm's performance is present.
    3. Number of experts used to establish ground truth & qualifications: No ground truth establishment process is described as there's no diagnostic algorithm being validated.
    4. Adjudication method: Not applicable.
    5. Multi-Reader Multi-Case (MRMC) comparative effectiveness study: Not applicable, as this is for evaluating reader performance, typically with diagnostic outputs.
    6. Standalone (algorithm only) performance: Not applicable, as there's no algorithm.
    7. Type of ground truth used: Not applicable.
    8. Sample size for the training set: Not applicable.
    9. How the ground truth for the training set was established: Not applicable.

    The "Performance Testing" section states: "The subject device has been subjected to and passed electrical safety, thermal, and EMC testing requirements." These are engineering and safety standards, not a clinical performance study with "acceptance criteria" as you might expect for an AI device.

    In summary, the provided text describes a regulatory filing for an endoscopy system, not a study validating an AI/ML algorithm or a diagnostic test with performance-based acceptance criteria.

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