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510(k) Data Aggregation

    K Number
    K023162
    Date Cleared
    2003-03-20

    (178 days)

    Product Code
    Regulation Number
    876.5540
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Fresenius PUNCTUR-GUARD® Fistula Needle Set is indicated for use as a nonimplantable (less than 30 days use) vascular access device for temporary cannulation in procedures requiring an extracorporeal circuit. The set includes a needlestick prevention device using PUNCTUR-GUARD® technology. The features of this device may aid in the prevention of needlestick injury. This device is intended for single use only.

    Device Description

    The Fresenius PUNCTUR-GUARD® Fistula Needle Set is a non-implantable vascular access device for temporary cannulation in procedures requiring an extracorporeal circuit. It includes a needlestick prevention device using PUNCTUR-GUARD® technology.

    AI/ML Overview

    Fresenius PUNCTUR-GUARD® Fistula Needle Set: Acceptance Criteria & Study Summary

    This document addresses the acceptance criteria and study proving the Fresenius PUNCTUR-GUARD® Fistula Needle Set meets those criteria, as detailed in the provided 510(k) Premarket Notification.

    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria are generally implied as passing specific tests for safety and performance, demonstrating equivalence to predicate devices. The reported device performance indicates that all tested samples for each criterion "passed". The key performance criteria and results are:

    Acceptance Criteria (Test)Reported Device Performance (Result)
    ISO 10993-1 BiocompatibilityPassed
    Sheath Removal ForceAll samples passed
    Penetration TestingAll samples passed
    Tubing Tensile StrengthAll samples passed
    Tubing/Luer Bond StrengthAll samples passed
    Tubing/Third Wing Bond StrengthAll samples passed
    Wing Body/Third Wing Disassembly ForceAll samples passed
    Front Cannula/Wing Body Bond StrengthAll samples passed
    Blunting Member/Third Wing Bond StrengthAll samples passed
    Safety Feature Activation Torque TestingAll samples passed
    Lock Force - Spring ArmAll samples passed
    Positive Pressure Leak TestingAll samples passed
    Negative Pressure Leak TestingAll samples passed
    Tip to Tip Distance TestingAll samples passed
    Rate Flow vs. Pressure Drop (for each gauge size)Maximum recommended flow rate for each gauge size:
    17G ≤200 ml/min
    16G ≤300 ml/min
    15G ≤400 ml/min
    14G ≤600 ml/min

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

    The document does not explicitly state the exact sample size for each test set. It repeatedly mentions "All samples passed," indicating that multiple units were tested for each criterion. The data provenance is internal to Fresenius Medical Care North America and is retrospective, as the tests were conducted as part of design verification prior to the 510(k) submission. No specific country of origin for the data is mentioned beyond the company's location in Lexington, MA, USA.

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

    This type of information is not applicable to the submitted document. The "ground truth" for the performance tests relies on established engineering and medical device standards (e.g., ISO 10993-1 for biocompatibility) and internal design specifications, not expert consensus on interpretations of medical data. The evaluation of test results would be conducted by qualified internal engineers and quality personnel, whose specific qualifications are not detailed in this summary.

    4. Adjudication Method for the Test Set

    Not applicable. The tests performed are objective, quantitative measurements against predefined specifications. There is no subjective interpretation requiring an adjudication method like 2+1 or 3+1. A "pass" or "fail" is determined based on adherence to the established test limits.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and Effect Size of How Much Human Readers Improve with AI vs Without AI Assistance

    Not applicable. This is a medical device (fistula needle set) and not an AI-powered diagnostic or assistive technology. Therefore, an MRMC study or AI assistance evaluation is irrelevant to this submission.

    6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done

    Not applicable. This is a physical medical device, not an algorithm or software. Its performance is evaluated through physical and material tests, not standalone algorithm performance.

    7. The Type of Ground Truth Used

    The "ground truth" for the performance tests are the pre-defined technical specifications and established regulatory standards (e.g., ISO 10993-1, internal limits for bond strength, flow rate, etc.). These are objective benchmarks against which the device's physical and functional properties are measured.

    8. The Sample Size for the Training Set

    Not applicable. This is a physical medical device, not a machine learning model. There is no concept of a "training set" in this context. The design and manufacturing processes are validated through design verification and process validation, not through training a data model.

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

    Not applicable, as there is no training set for this type of device. The specifications for manufacturing and performance are established through engineering design, risk assessment, and adherence to relevant industry standards and regulatory requirements.

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