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510(k) Data Aggregation

    K Number
    K060488
    Date Cleared
    2006-06-08

    (104 days)

    Product Code
    Regulation Number
    880.5440
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The DermaTech IV Holder is intended as an intravascular administration set to administer fluids through a catheter or needle inserted into a patients artery or vein.

    Device Description

    The DermaTech Sterile IV Holder is a sterile tape-less anchoring system comprising of Non-pyrogenic, PVC tubing with ABS male and female luer locks at each end, two Low Density Polyethylene Clam Shell tubing holders with a Polypropylene Hybrid Stretch Bonded Laminate Velcro strap. Once a needle or catheter is inserted into the artery or vein the DermaTech Sterile IV Holder is attached and provides a app-lecs a securing method to administer IV fluids.

    AI/ML Overview

    The provided document describes a 510(k) premarket notification for the DermaTech Medical Sterile IV Holder, asserting its substantial equivalence to predicate devices. The study conducted focuses on non-clinical tests to support this claim, rather than human-in-the-loop performance or diagnostic accuracy studies typical for AI/ML devices.

    Here's an analysis of the acceptance criteria and study as per your request:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria for Substantial Equivalence (Based on Non-Clinical Testing):

    RequirementAcceptance Criteria (Predicate Match)Reported Device Performance (DermaTech IV Holder)
    Flow RateComparable to predicate devicesVerified to be substantially equivalent
    BackpressureComparable to predicate devices (no leakage under backpressure)Verified to be substantially equivalent
    Vacuum LeakageComparable to predicate devices (no leakage under vacuum)Verified to be substantially equivalent
    MaterialsSimilar to predicate devices (PVC, ABS, LDPE, Polypropylene)All materials similar to predicate devices
    Intended UseSame as predicate devicesSame as predicate devices

    Note: The document explicitly states "The comparison test verifies the predicate devices and the DermaTech IV Holder are substantially Equivalent." This is the reported performance for all criteria.

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

    • Sample Size Used for Test Set: The document does not specify the sample size for the non-clinical tests (flow rate, backpressure, vacuum leakage). It only states "The current devices were compared..."
    • Data Provenance: The data provenance is not specified beyond being "non-clinical tests." It is implicit that these tests would have been conducted by DermaTech Medical or a contract testing lab. There is no information about country of origin, nor whether the tests were retrospective or prospective, though non-clinical tests are generally considered prospective in their execution.

    3. Number of Experts Used to Establish Ground Truth and Qualifications

    This question is not applicable to this submission. The DermaTech IV Holder is a medical device, not an AI/ML diagnostic or prognostic tool that would require expert-established ground truth for a test set. The "ground truth" for this device's performance is derived from physical test measurements compared against predicate devices' specifications or performance.

    4. Adjudication Method for the Test Set

    This question is not applicable to this submission. Adjudication methods like 2+1 or 3+1 are used for expert consensus in diagnostic studies, not for non-clinical device performance testing.

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

    This question is not applicable to this submission. The document describes a non-clinical study for a physical medical device (IV holder), not an AI-assisted diagnostic tool. Therefore, no MRMC study or assessment of human reader improvement with AI assistance was performed.

    6. Standalone (Algorithm Only Without Human-in-the-Loop Performance) Study

    This question is not applicable to this submission. This device is a physical IV holder and does not involve an algorithm or AI.

    7. Type of Ground Truth Used

    The "ground truth" for this submission's non-clinical tests was established by measurable physical properties and performance characteristics (flow rate, backpressure leakage, vacuum leakage) of the predicate devices. The aim was to show that the DermaTech IV Holder matched these characteristics.

    8. Sample Size for the Training Set

    This question is not applicable to this submission. There is no AI/ML model or "training set" for this physical device.

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

    This question is not applicable to this submission. There is no AI/ML model or "training set," and therefore no ground truth was established for such a set.

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