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510(k) Data Aggregation

    K Number
    K963108
    Manufacturer
    Date Cleared
    1996-10-09

    (58 days)

    Product Code
    Regulation Number
    880.6760
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Heelbo Quilted Torso Restraint is intended to help secure a patient at the torso or legs while lying on a bed or gurney.

    Device Description

    The Heelbo Quilted Torso Restraint is a reinforced, padded belt 4½ inches wide by 33½ inches long. The Quilted Torso Restraint is designed with polyester webbed strapping that is wrapped around the frame of a bed or gurney and threaded through a drop-jaw buckle to secure the patient at the torso or legs.

    AI/ML Overview

    This document describes a 510(k) premarket notification for the Heelbo Quilted Torso Restraint. It asserts substantial equivalence to a predicate device rather than presenting a study with specific acceptance criteria and performance metrics. Therefore, it does not contain the detailed information requested in your prompt regarding acceptance criteria, study design, sample sizes, expert ground truthing, or AI-related metrics.

    Here's an analysis based on the provided text, highlighting what is and is not found:

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

    • Not Available. The document does not provide a table of acceptance criteria or quantitative performance metrics. It relies on a claim of substantial equivalence to a predicate device.

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

    • Not Available. There is no mention of a test set, sample size, or data provenance from a study evaluating the device's performance.

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

    • Not Applicable / Not Available. Ground truth establishment by experts is relevant for studies involving qualitative or diagnostic assessments, which are not described here.

    4. Adjudication method for the test set:

    • Not Applicable / Not Available. No test set or adjudication method is described.

    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:

    • No. This device is a physical restraint, not an AI diagnostic or assistive tool. Therefore, an MRMC study and AI-related metrics are irrelevant and not present.

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

    • No. This device is a physical restraint, not an algorithm. Standalone performance is not applicable.

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

    • Not Applicable / Not Available. The document does not describe a study that required establishing 'ground truth' in a clinical or diagnostic sense. The safety and effectiveness are established through documented material safety and previous market experience of the predicate device.

    8. The sample size for the training set:

    • Not Applicable / Not Available. There is no mention of a training set as this is not an AI/machine learning device.

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

    • Not Applicable / Not Available. Not relevant for this device.

    Summary of what the document does state regarding safety and effectiveness:

    The document states that the Heelbo Quilted Torso Restraint is considered "safe and effective for its intended use and is substantially equivalent to the predicate device."

    This conclusion is based on:

    • Identical characteristics: The device is stated to be "identical in intended use, design, materials, manufacturing process, physical and mechanical specifications and issues of safety and effectiveness" to its predicate device.
    • Material Biocompatibility: The component materials are identical to the predicate devices. Suppliers report a "history of safe use of their materials in the clothing and garment industry." Heelbo, Inc. is "not aware of any reports or complaints of skin irritation associated with these materials."
    • Labeling Compliance: The only difference from the predicate device is revised product labeling to comply with FDA guidance.

    Essentially, the study proving safety and effectiveness is implicitly the historical data and regulatory acceptance of the predicate device, combined with the fact that the new device is materially and functionally identical and its materials have a history of safe use. No new performance studies were conducted or described beyond this assertion of equivalence.

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