Search Filters

Search Results

Found 1 results

510(k) Data Aggregation

    K Number
    K961936
    Manufacturer
    Date Cleared
    1996-08-15

    (87 days)

    Product Code
    Regulation Number
    870.3680
    Reference & Predicate Devices
    Predicate For
    N/A
    Why did this record match?
    Reference Devices :

    P830061/S12, K896313, K780621, K772104

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

    The Model 2188 coronary sinus lead is designed for atrial pacing and sensing in the coronary sinus. The lead has application where permanent atrial or dual-chamber pacing systems are indicated.

    Device Description

    The Model 2188 coronary sinus lead is a bipolar coaxial polyurethane lead with an IS-1 connector and a porous tip electrode which is canted toward the lead body. The distal portion of the lead is pre-shaped at a 45° angle. The conductor coils utilize a platinum sputtered MP35N nickel-alloy material.

    AI/ML Overview

    This document describes the testing and acceptance criteria for the Medtronic Model 2188 Coronary Sinus Lead.

    1. Table of Acceptance Criteria and Reported Device Performance

    The provided document does not explicitly present a table of acceptance criteria with specific numerical thresholds for each test. Instead, it states that the device "passed all of the in vitro bench test requirements" and that the in vivo canine testing "demonstrated that the pacing and sensing thresholds produced by the Model 2188 coronary sinus lead is substantially equivalent to the Model 6992A coronary sinus lead."

    To create a table, we must infer the acceptance criteria from the descriptions.

    Acceptance Criteria CategorySpecific Test/EvaluationAcceptance Criteria (Inferred from Text)Reported Device Performance
    In Vitro/Bench TestingEnvironmental ConditioningPass all requirements (implies meeting predefined standards for durability, integrity under various environmental stresses)Passed all in vitro bench test requirements.
    Mechanical TestingPass all requirements (implies meeting predefined standards for strength, flexibility, resistance to damage)Passed all in vitro bench test requirements.
    Electrical TestingPass all requirements (implies meeting predefined standards for conductivity, insulation integrity, impedance)Passed all in vitro bench test requirements.
    In Vivo Testing (Animal)Pacing ThresholdsSubstantially equivalent to Model 6992A coronary sinus leadDemonstrated substantial equivalence to Model 6992A coronary sinus lead.
    Sensing ThresholdsSubstantially equivalent to Model 6992A coronary sinus leadDemonstrated substantial equivalence to Model 6992A coronary sinus lead.
    Package QualificationEthylene Oxide (EtO) Sterilization Conditioning/TestingSuitability for sterilization and maintenance of sterile barrier (implies resistance to EtO effects)Demonstrated suitability of the new package.
    Visual Inspection TestingNo significant defects affecting product integrity or usabilityDemonstrated suitability of the new package.
    Packaging Conditioning/TestingMaintain integrity and protection of lead under various conditionsDemonstrated suitability of the new package.
    Lead Mechanical Testing (within package)Lead remains undamaged and functional after packaging stress testsDemonstrated suitability of the new package.
    Lead Electrical Testing (within package)Lead remains electrically functional after packaging stress testsDemonstrated suitability of the new package.
    Shelf Life TestingMaintain product integrity and sterility over specified shelf lifeDemonstrated suitability of the new package.
    BiocompatibilityLead MaterialsApproved for use with Medtronic CapSure SP Model 4524 (implying non-toxic, non-allergenic, non-irritating)Materials were approved for use with Medtronic CapSure SP Model 4524.
    Uncoated PETG PackageApproved for use with Medtronic pulse generators (PMA Supplements P850051/S44, P850051/S49 and P890003/S30)Approved for use with Medtronic pulse generators.
    Silicone-coated PETG PackageProven biocompatible (implying non-toxic, non-allergenic, non-irritating)Proved to be biocompatible.
    Sterilization ValidationEtO Sterilization ProcessValidated as appropriate for sterilizing the Model 2188 lead (implies achieving sterility assurance level)A process appropriate for sterilizing the Model 2188 coronary sinus lead was validated.

    2. Sample Size Used for the Test Set and Data Provenance

    • Sample Size for Test Set: The document does not specify a numerical sample size for the "in vivo canine testing." It simply states "The data generated as a result of this testing..."
    • Data Provenance: The in vivo testing was conducted using canine subjects, meaning it was animal-based (not human). It was conducted prospectively as part of the device development and validation. The country of origin is not explicitly stated but is implied to be within Medtronic's operational regions, likely the USA, given the submission context.

    3. Number of Experts Used to Establish the Ground Truth for the Test Set and the Qualifications of Those Experts

    This information is not provided. For animal studies, "ground truth" would typically be derived from physiological measurements and observations by veterinary specialists and animal researchers, but their number and specific qualifications are not detailed in this summary.

    4. Adjudication Method for the Test Set

    This information is not provided. Given the nature of a device performance study in animals, "adjudication" in the sense of expert consensus on human clinical outcomes is less applicable. Performance metrics (pacing/sensing thresholds) would be measured objectively.

    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 Multi-Reader Multi-Case (MRMC) comparative effectiveness study was not done. This study is for a medical device (pacing lead), not an AI diagnostic or interpretive 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, this question is not applicable. The Model 2188 is a physical pacing lead, not an algorithm.

    7. The Type of Ground Truth Used

    For the in vivo canine testing, the ground truth was based on physiological measurements (pacing and sensing thresholds) directly obtained from the animals. These are objective, quantitative measurements reflecting the lead's electrical performance in a living system.

    8. The Sample Size for the Training Set

    This product is a physical medical device, not a machine learning model. Therefore, the concepts of a "training set" and "sample size for a training set" as typically understood in AI/ML are not applicable. The device's design was informed by Medtronic's extensive experience and previous models (e.g., Model 6992A, 4524, 4582, 6990, 6991A), which could be considered an analogous form of "prior data" or "design input" but not a formal training set for an algorithm.

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

    This question is not applicable for the reasons stated in point 8.

    Ask a Question

    Ask a specific question about this device

    Page 1 of 1