Search Filters

Search Results

Found 1 results

510(k) Data Aggregation

    K Number
    K152872
    Manufacturer
    Date Cleared
    2016-01-05

    (97 days)

    Product Code
    Regulation Number
    876.1075
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    K2M Fenestrated Tap System

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

    The K2M Fenestrated Tap System is intended for use as a standalone biopsy tool to remove a sample of bone tissue from a vertebral body for diagnostic purposes using an aspiration technique, as well as to provide and maintain access to the same surgical site.

    When used as a cement dispenser, the K2M Fenestrated Tap System is intended to dispense cement cleared for use in the spine into a vertebral body for vertebral body augmentation using a vertebroplasty procedure.

    Device Description

    The K2M Fenestrated Tap System consists of surgical instruments designed to access vertebral bodies via a posterior surgical approach.

    Function: The K2M Fenestrated Tap System can be used to access the vertebral body for obtaining bone biopsies. This system can also be used for the injection of bone cement into the vertebral body using vertebroplasty or kyphoplasty procedures.

    AI/ML Overview

    The provided text is a 510(k) summary for the K2M Fenestrated Tap System, a medical device. This type of document focuses on demonstrating substantial equivalence to a legally marketed predicate device rather than detailing extensive clinical trials with acceptance criteria, ground truth establishment, or multi-reader studies as one might find for AI/ML-based devices.

    Therefore, much of the requested information regarding acceptance criteria, study details, expert qualifications, and ground truth origin is not available in this document.

    However, based on the provided text, here is what can be inferred:

    1. A table of acceptance criteria and the reported device performance

    The document does not explicitly state quantitative acceptance criteria or performance metrics in a table. The "performance" is implicitly evaluated against its intended use and comparison to predicate devices.

    Acceptance Criteria (Inferred)Reported Device Performance
    Achieves intended use"K2M Fenestrated Tap System was determined achieve its intended use." (in cadaver testing)
    Substantially equivalent to predicate devices in design features (materials, number of fenestrations, diameters, thread lengths)"The K2M Fenestrated Tap System was compared to predicate systems and design features such as the materials, number of fenestrations, diameters and thread lengths were found to be substantially the same as these systems."
    No significant differences that would adversely affect use compared to marketed systems"There are no significant differences between the K2M Fenestrated Tap System and other systems currently being marketed which would adversely affect the use of the product."

    2. Sample size used for the test set and the data provenance (e.g., country of origin of the data, retrospective or prospective)

    The document mentions "cadaver testing" but does not specify the sample size (i.e., number of cadavers or tests performed). It also does not specify the provenance (country of origin, retrospective/prospective).

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g., radiologist with 10 years of experience)

    This information is not provided in the document. Given it's a physical device and not an AI/ML algorithm, the "ground truth" would likely relate to the observed functional performance during cadaver testing, and any expert assessment involved is not detailed.

    4. Adjudication method (e.g., 2+1, 3+1, none) for the test set

    This information is not provided.

    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

    A multi-reader multi-case study is typically relevant for interpretative devices, especially AI/ML. This is a physical device (biopsy tool/cement dispenser), and therefore, an MRMC study is not applicable and was not performed.

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

    "Standalone algorithm performance" is relevant for AI/ML devices. This is a physical device, so this concept is not applicable. The device itself is used by a human surgeon.

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

    The document states "The functional characteristics were evaluated in cadaver testing." The "ground truth" for a physical device in cadaver testing would likely involve the observable physical outcomes and performance characteristics, such as successful biopsy sample removal or successful cement dispensing, assessed by those performing the tests. However, the specific method of determining this "ground truth" (e.g., whether success was confirmed by imaging, physical inspection, or expert assessment) is not detailed.

    8. The sample size for the training set

    This device does not involve a "training set" in the context of machine learning. Thus, this information is not applicable.

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

    As there is no "training set" for this physical device, this information is not applicable.

    Ask a Question

    Ask a specific question about this device

    Page 1 of 1