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510(k) Data Aggregation

    K Number
    K962154
    Manufacturer
    Date Cleared
    1996-08-27

    (84 days)

    Product Code
    Regulation Number
    870.3935
    Reference & Predicate Devices
    Why did this record match?
    Product Code :

    DTJ

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

    The reusable CarboMedics Handle is intended for use with the CarboMedics Valve Holder (referred to herein as the "Valve Holder") for the purpose of assuring a firm grasp of the valve and to facilitate sewing ring exposure.

    Device Description

    The reusable CarboMedics Handle is a one-piece, injection molded handle and is provided in one size only. The CarboMedics Handle consists of a threaded polysulfone tip injection molded to a bendable handle. The reusable CarboMedics Handle is manufactured using a polysulfone injection molding process. The CarboMedics Handle consists of a white polysulfone threaded tip injection molded onto a bendable stainless steel shaft, injection molded to a white polysulfone handle. It is supplied non-sterile and must be cleaned and sterilized prior to initial use and each reuse.

    AI/ML Overview

    1. Acceptance Criteria and Reported Device Performance

    Acceptance CriteriaReported Device Performance
    Pull-out Strength: Minimum failure load: 25 lbfAverage pull-out strength: 75.2 lbf (Standard Deviation: 19.9 lbf)
    Push-out Strength: Minimum push-out load: 75 lbfAverage push-out strength: 113.5 lbf (Standard Deviation: 0.4 lbf)

    2. Sample Size and Data Provenance

    The document does not explicitly state the sample size used for the pull-out and push-out tests. It mentions "the results were an average" and "a standard deviation," implying multiple measurements were taken, but the exact number of samples is not provided.

    The data provenance is from internal testing conducted by CarboMedics, the manufacturer of the device. The data is retrospective as it pertains to testing performed on a device for which the design is being qualified.

    3. Number of Experts and Qualifications

    Not applicable. This device is a mechanical handle, and its performance is evaluated through physical tests (pull-out and push-out strength) rather than expert interpretation of data.

    4. Adjudication Method

    Not applicable for a physical performance test. The results are quantitative measurements.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    Not applicable. This is a medical device (handle) and not an AI-assisted diagnostic or interpretative tool that would involve human readers.

    6. Standalone Performance

    Yes, a standalone performance study was done. The reported pull-out and push-out strengths are direct measurements of the device's mechanical integrity under specific load conditions, without any human-in-the-loop during the testing. This assesses the algorithm/device (the handle) without human interaction influencing the outcome of the test.

    7. Type of Ground Truth

    The ground truth used for these tests is the physical measurement of force required to cause separation. This can be categorized as physical property measurement or engineering specification compliance. The criteria (minimum failure load) are established engineering thresholds for the device's intended function.

    8. Sample Size for the Training Set

    Not applicable in the context of this device and testing. This is not an AI/ML model that requires a training set. The "training" for the manufacturing process would be the established injection molding procedures.

    9. How the Ground Truth for the Training Set was Established

    Not applicable. There is no training set in the sense of an AI/ML model for this device. The ground truth for the performance tests (pull-out and push-out) is based on engineering principles and the intended use of the device, establishing minimum strength requirements that the device must meet.

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    K Number
    K960169
    Manufacturer
    Date Cleared
    1996-04-15

    (90 days)

    Product Code
    Regulation Number
    870.3935
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Product Code :

    DTJ

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
    Ask a Question

    Ask a specific question about this device

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