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510(k) Data Aggregation

    K Number
    K082182
    Manufacturer
    Date Cleared
    2008-08-15

    (14 days)

    Product Code
    Regulation Number
    880.5725
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Applicant Name (Manufacturer) :

    Q-CORE, LTD

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

    The AP 34 is a multi-therapy infusion pump system designed for the volumetric infusion of medication and nutritional fluids to patients in the hospital, homecare and outpatient environments in the following delivery modes: CONTINUOUS; INTERMITTENT; PCA (Patient Control Analgesia) and TPN (Total Parenteral Nutrition). The AP 34 is not intended for the following use or substances:

    • Delivery of blood or cellular blood products .
    • . Intra-cardiac use.

    The AP 34 infusion pump includes the following accessories:

    • Bolus cable .
    • Q--Core approved AC/DC adaptor (external)] .
    • Cradle (optional) and power cable for cradle .
    • Rechargeable battery pack for pump .
    • . PCA cover box
    • Communication cables .

    The dedicated Q-Core Administration Sets for the AP 34 infusion pump are intended for single-patient use only.

    The AP 34 infusion pump system is for prescription use only.

    Device Description

    The Q-CORE AP 34 multi-therapy Infusion Pump is a software driven, volumetric, ambulatory infusion pump for the delivery of measured amounts of medication or parenteral nutrition at a controlled rate. The AP 34 uses Q-Core approved disposable Administration Sets, including the Q-Core designed Magic Straw™ cassette. The AP 34 operates by means of an electro-mechanical pumping mechanism based on Q-Core patented Electromagnetic Flow Control (EFC™) valve technology. The pumping mechanism is a single channel, with an integral pressure sensor and real time flow correction capacity; the pumping mechanism produces a peristaltic pumping action.

    AI/ML Overview

    Here's an analysis of the Q-Core AP 34 multi-therapy Infusion Pump following your requested format:

    Acceptance Criteria and Study to Prove Device Meets Acceptance Criteria

    Note: This document is a 510(k) Summary, which is a premarket notification for demonstrating substantial equivalence to a legally marketed predicate device. It typically focuses on non-clinical testing and comparison to standards, rather than extensive clinical efficacy trials. Therefore, information regarding human reader studies, ground truth involving experts for large datasets, or effect sizes for AI assistance are not applicable to the context of this device and documentation.


    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria for the Q-Core AP 34 multi-therapy Infusion Pump are primarily based on compliance with international standards for medical electrical equipment and infusion pumps, along with standards for administration sets and biocompatibility. The reported device performance is that it meets these standards.

    Acceptance Criteria (Standards Met)Reported Device Performance (Compliance)
    For AP 34 Pump:
    IEC 60601-1 (Electrical Safety)Complies with IEC 60601-1
    IEC 60601-1-2 (EMC)Complies with IEC 60601-1-2
    IEC 60601-2-24 (Particular requirements for infusion pumps, including accuracy of delivery and functional performance at different flow rates over various intervals)Complies with IEC 60601-2-24, demonstrating accuracy of delivery and functional performance.
    For AP 34 Administration Sets:
    ISO 8536-4 (Infusion equipment for single use, gravity feed)Complies with ISO 8536-4
    ISO 8536-8 (Infusion equipment for use with pressure infusion apparatus)Complies with ISO 8536-8
    For Biocompatibility:
    ISO 10993-1 (Biological evaluation of medical devices, Part 1: Evaluation and Testing for components in indirect contact with patient's body)Complies with ISO 10993-1

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

    The document indicates "extensive bench testing" was performed by an independent testing laboratory. However, it does not specify the exact sample sizes (e.g., number of pumps, administration sets, or test repetitions) used for these non-clinical tests.

    Data Provenance: The testing was conducted by an independent testing laboratory, as stated. The country of origin of the data is not explicitly mentioned, but the submitting company is Q-Core Ltd. from Israel. The data is retrospective in the sense that it reflects tests conducted before the 510(k) submission.


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

    Not applicable for this type of non-clinical device testing. "Ground truth" in this context refers to the defined parameters and expected outcomes of the engineering and performance standards themselves (e.g., a pump should deliver a certain volume within a defined accuracy range). The experts involved would be the engineers and technicians at the independent testing laboratory, qualified to perform the specified standard tests.


    4. Adjudication Method for the Test Set

    Not applicable for this type of non-clinical device testing. Adjudication methods like 2+1 or 3+1 are typically used in clinical studies involving interpretation of medical images or patient outcomes, often with multiple human readers. For bench testing, the results are objectively measured against the specified criteria of the relevant standards.


    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

    Not applicable. This is a medical device (infusion pump) and not an AI/imaging diagnostic device. Therefore, MRMC studies and concepts of human reader improvement with AI assistance are not relevant.


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

    Not applicable. This device does not involve an "algorithm only" component in the sense of a standalone AI diagnostic tool. Its performance is inherent in its mechanical and electronic functions.


    7. The Type of Ground Truth Used

    The "ground truth" for this device's performance is established by the performance specifications outlined in the referenced international standards (IEC 60601-2-24 for infusion pumps, ISO 8536-4/8 for administration sets, and ISO 10993-1 for biocompatibility). For example, the accuracy of delivery is measured against predefined acceptable ranges specified within IEC 60601-2-24.


    8. The Sample Size for the Training Set

    Not applicable. This is a hardware medical device with embedded software, not a machine learning or AI system that requires a "training set" in the conventional sense. The "training" for such a device involves its design, engineering, and manufacturing processes, guided by established principles and standards.


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

    Not applicable, as there is no "training set" in the context of an AI/ML algorithm. The "ground truth" for the device's design and expected performance is established through comprehensive engineering specifications, adherence to relevant industry standards, risk analysis, and regulatory requirements.

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