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510(k) Data Aggregation

    K Number
    K122316
    Manufacturer
    Date Cleared
    2012-08-29

    (28 days)

    Product Code
    Regulation Number
    870.3300
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The AZUR System is intended to reduce or block the rate of blood.flow in vessels of the peripheral vasculature. It is intended for use in the interventional radiologic management of arteriovenous malformations, arteriovenous fistulae, aneurysms, and other lesions of the peripheral vasculature.

    Device Description

    The AZUR Peripheral Coil System - Detachable 35 consists of an implantable coil attached to a delivery pusher. The coil system is delivered to the treatment site through the microcatheter. The detachment controller is activated by the user and this detached the coil. The detachment controller utilizes battery power to detach the coils from the delivery pusher.

    AI/ML Overview

    This 510(k) submission describes the AZUR Peripheral Coil System - Detachable 35, a vascular embolization device. The document primarily focuses on demonstrating substantial equivalence to a predicate device through bench testing rather than clinical study.

    Here's an analysis of the provided information, addressing your specific points:

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

    Test CategoryAcceptance CriteriaReported Device Performance
    Dimensional MeasurementEstablished criteria (not specified)Met established criteria
    Simulated UseEstablished criteria (not specified)Met established criteria
    Device RepositioningEstablished criteria (not specified)Met established criteria
    Device DetachmentEstablished criteria (not specified)Met established criteria
    Advance / Retract ForceEstablished criteria (not specified)Met established criteria

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

    The document explicitly states "Bench Testing" for the verification and test summary. This indicates that the tests were conducted in a laboratory setting, not on human or animal subjects. Therefore, there is no "test set" in the context of clinical data, no country of origin of data, and it is neither retrospective nor prospective in the clinical sense. The sample sizes for each bench test are not specified in the provided document.

    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)

    Since the study involved bench testing and not clinical evaluation or human interpretation of data, there were no experts used to establish ground truth in the way you describe for a clinical test set. The acceptance criteria for the bench tests would have been pre-defined engineering or quality standards, likely set by the manufacturer's engineers and quality control personnel.

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

    Not applicable. As this was bench testing, there was no adjudication method as typically applied to a clinical test set involving expert review. The performance was measured against pre-defined engineering specifications.

    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, a MRMC comparative effectiveness study was not done. This device is a physical medical device (vascular embolization coil), not an AI-powered diagnostic or decision support system. Therefore, the concept of human readers improving with or without AI assistance is not applicable.

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

    No, a standalone algorithm-only performance study was not done. This is a physical medical device, not a software algorithm.

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

    For the bench testing, the "ground truth" would be the established engineering specifications or performance parameters that the device was designed to meet. These criteria are not detailed in the summary but are implied to have been "established criteria" that the device "Met."

    8. The sample size for the training set

    Not applicable. This document describes the testing and regulatory submission for a physical medical device. The concept of a "training set" is relevant for machine learning or AI models, which are not involved here.

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

    Not applicable, as there is no training set for this type of device.

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    K Number
    K111307
    Manufacturer
    Date Cleared
    2011-06-15

    (36 days)

    Product Code
    Regulation Number
    870.3300
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Intended to reduce or block the rate of blood flow in vessels of the peripheral vasculature. It is intended for use in the interventional radiologic management of arteriovenous malformations, arteriovenous fistulae, aneurysms, and other lesions of the peripheral vasculature.

    Device Description

    Not Found

    AI/ML Overview

    This document is a letter from the FDA regarding the clearance of the AZUR Detachable 35 Platinum Coil System. It does not contain information about acceptance criteria or a study proving that a device meets such criteria. Therefore, I cannot provide the requested information based on this document.

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