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510(k) Data Aggregation

    K Number
    K181982
    Manufacturer
    Date Cleared
    2018-08-21

    (27 days)

    Product Code
    Regulation Number
    888.1100
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K152511

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

    The MIDAScope™ and Introducer Kit, and MIDASystem™ are indicated for use in diagnostic and operative arthroscopic and endoscopic procedures to provide illumination and visualization of interior cavity joints and other body cavities through a natural or surgical opening.

    Device Description

    The MIDAScope™ is a miniaturized, sterile, single-use disposable scope. The image is acquired by an image sensor located at the distal tip. Illumination is provided by an LED and fibers when the disposable scope is connected to the reusable MIDASystem™ via an electrical cable. The scope is available in different lengths to accommodate different treatment locations. The scope is introduced into the joint space using the IntraVu disposable Introducer Kit, consisting of a cannula, trocar and stopcock, which are provided sterile in the same package as the scope.

    The MIDASystem™ is a reusable device consisting of an integrated LCD display, and software that receives, processes and displays the images collected by the scope.

    AI/ML Overview

    This FDA 510(k) summary describes the substantial equivalence of the MIDAScope and Introducer Kit, and MIDASystem to predicate devices. It does not contain information about a study comparing AI vs. human readers or a standalone algorithm performance study. The performance testing section primarily focuses on engineering and regulatory compliance rather than clinical performance or diagnostic accuracy.

    Here's a breakdown of the requested information based on the provided text:

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

    The document lists various standards followed and states that "All tests met the pre-determined acceptance criteria at baseline and after aging." The specific acceptance criteria within each standard (e.g., specific thresholds for image resolution, strength of materials) are not detailed in this summary. Instead, it indicates that the device passed these standards.

    Acceptance Criteria CategoryReported Device PerformanceReferencing Standard(s)
    Scope performanceMet pre-determined criteria at baseline and after aging.ISO8600-1, ISO8600-3, and ISO8600-4
    BiocompatibilityMet pre-determined criteria.ISO10993-1
    Packaging validationMet pre-determined criteria and assured devices perform as intended.ISO11607-1, ISO11607-2, ASTM D4169, ASTM F2096, ASTM F88/F88M
    Sterilization validationMet pre-determined criteria.ISO11135, ISO10993-7, ISO11737-1
    AgingMet pre-determined criteria.ASTM F1980
    Environmental conditionsMet pre-determined criteria.ASTM D4332
    Electrical and EMC testingMet pre-determined criteria for electrical safety and electromagnetic compatibility.IEC60601-1 and IEC60601-1-2
    Software validationPassed validation.Not explicitly listed, but mentioned for performance testing
    Structural and functional performancePassed.Not explicitly listed, but mentioned for performance testing

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

    This document does not provide information regarding sample sizes for clinical test sets or data provenance. The performance testing mentioned is primarily related to engineering standards (e.g., material testing, electrical safety, sterilization validation) rather than clinical accuracy or diagnostic performance evaluated on patient data.

    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 document does not provide information on expert involvement for establishing ground truth, as the focus is on device engineering and safety standards, not diagnostic accuracy studies involving human experts interpreting images.

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

    This document does not provide information on any adjudication methods.

    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

    There is no mention of a Multi-Reader Multi-Case (MRMC) comparative effectiveness study, nor any information about AI assistance or its effect size on human reader performance. The device described, MIDAScope, is an arthroscope, which is a visualization and surgical tool, not an AI-powered diagnostic system.

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

    This document does not mention any standalone algorithm performance, as the device is not an AI algorithm but a medical instrument for direct visualization.

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

    Since the document focuses on engineering and regulatory compliance rather than diagnostic accuracy, it does not specify a type of ground truth related to clinical findings. The "ground truth" in this context would refer to meeting the specified parameters of the engineering standards (e.g., sterilization effectively killed all microorganisms, electrical leakage was within limits).

    8. The sample size for the training set

    This document does not provide information about a training set, as it does not describe an AI or machine learning component.

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

    This document does not provide information about a training set or its ground truth establishment, as it does not describe an AI or machine learning component.

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