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510(k) Data Aggregation

    K Number
    K122381
    Device Name
    NEXFIN MODEL 2
    Date Cleared
    2013-04-22

    (259 days)

    Product Code
    Regulation Number
    870.1130
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    NEXFIN MODEL 2

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

    The BMEYE CC Nexfin is intended to, non-invasively and continuously, measure blood pressure, hemodynamic parameters, functional saturation of arterial hemoglobin (SpO2), and total hemoglobin concentration (SpHb) in adult patients. The pulse-oximetry component of CC Nexfin is indicated for use during both no motion and motion conditions and for patients who are well or poorly perfused. The CC Nexfin monitor does not feature (physiological) alarms, therefore the continuous availability of pulse-oximetry data should be treated as a series of spot-checks rather than continuous monitoring. The device is intended for use by physicians or other properly trained medical personnel in a hospital or other appropriate clinical setting.

    Device Description

    The BMEYE CC Nexfin hemodynamic monitor is a non-invasive monitor that enables the continuous assessment of a patient's hemodynamic function based on the scientific method of Peňáz - Wesseling. The device measures continuous non-invasive blood pressure (Systolic, Diastolic and Mean) and heart rate as well as a Cardiac Output (CO), which is derived, non-invasively, from the blood pressure waveform. The CC Nexfin also enables the simultaneous measurement of SpO2 and SpHb using a pulse-CO oximetry sensor. The operation of the blood pressure, cardiac output, SpO2 and SpHb measurement are identical to the operation in the predicate (K101123).

    AI/ML Overview
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    K Number
    K101123
    Device Name
    NEXFIN MODEL 2
    Manufacturer
    Date Cleared
    2010-10-28

    (189 days)

    Product Code
    Regulation Number
    870.1130
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    NEXFIN MODEL 2

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

    The BMEYE CC Nexfin is intended to, non-invasively and continuously, measure blood pressure, hemodynamic parameters, functional saturation of arterial hemoglobin (SpO2), and total hemoglobin concentration (SpHb) in adult patients. The pulse-oximetry component of CC Nexfin is indicated for use during both no motion and motion conditions and for patients who are well or poorly perfused. The CC Nexfin monitor does not feature (physiological) alarms, therefore the continuous availability of pulse-oximetry data should be treated as a series of spot-checks rather than continuous monitoring. The CC Nexfin monitor should be calibrated with a thermodilution measurement, or other accurate reference estimation of cardiac output, to ensure optimal accuracy of cardiac output. The device is intended for use by physicians or other properly trained medical personnel in a hospital or other appropriate clinical setting.

    Device Description

    The BMEYE CC Nexfin hemodynamic monitor is a non-invasive monitor that enables the continuous assessment of a patient's hemodynamic function based on the scientific method of Peňáz - Wesseling.

    The device measures continuous non-invasive blood pressure (Systolic, Diastolic and Mean) and heart rate as well as a Cardiac Output (CO), which is derived, non-invasively, from the blood pressure waveform. The monitor also calculates derived hemodynamic parameters. The operation of the blood pressure and cardiac output measurement is identical to the operation in Nexfin Model 1 (K072049).

    The CC Nexfin enables in addition the simultaneous measurement of SpO2 and SpHb using a pulse-CO oximetry sensor. The Nexfin Model 2 is to be used in combination with Masimo oximetry sensors. (K090238)

    AI/ML Overview

    The provided document focuses on the 510(k) summary for the Nexfin Model 2 (trade name CC Nexfin) and primarily discusses its substantial equivalence to predicate devices, safety testing, and intended use. It does not contain details about specific acceptance criteria, a standalone study proving performance, sample sizes for test or training sets, expert qualifications, adjudication methods, or MRMC studies for this particular device.

    The document mentions functional and clinical testing for the predicate device (Nexfin Model 1) for Cardiac Output and NBP functionality, but it does not present the specific results or acceptance criteria for those tests. It merely states that the CC Nexfin has successfully undergone safety and functional testing.

    Therefore, many of the requested details cannot be extracted from the provided text.

    Here is a summary of the available information:

    1. Acceptance Criteria and Reported Device Performance

    The document states that the CC Nexfin has "successfully undergone safety testing as well as functional testing to demonstrate equivalence to its predicate devices." However, it does not provide a table of specific acceptance criteria or reported device performance metrics for these tests. The conclusion is a general statement that "The results of this testing demonstrates that the device is safe and effective and substantially equivalent to its predicate device."

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

    Not provided in the document.

    The document mentions "Clinical Testing (for NBP functionality, in Nexfin Model 1)" but does not specify the sample size or data provenance for this testing.

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

    Not provided in the document.

    4. Adjudication Method for the Test Set

    Not provided in the document.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done

    No, an MRMC study is not mentioned. The document focuses on showing substantial equivalence to predicate devices through functional and safety testing, not on comparing human reader performance with and without AI assistance.

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

    The document implies standalone testing for the device's functional aspects, stating "Functional Testing" and "Bench Testing (for Cardiac Output functionality in Nexfin Model 1)" as part of the quality assurance measures. However, no specific details about the standalone performance metrics, experimental setup, or results are provided for the CC Nexfin.

    7. The Type of Ground Truth Used

    For the predicate device, "Bench Testing (for Cardiac Output functionality in Nexfin Model 1)" and "Clinical Testing (for NBP functionality, in Nexfin Model 1)" are mentioned. This suggests that reference measurements (likely from other established devices or clinical procedures) were used as ground truth for these functionalities. For the SpO2 and SpHb functions, it states "H/W and S/W Implementation Verification Testing of the SpO2 and SpHb functions by Masimo," implying validation against Masimo's established standards or reference methods. The document does not explicitly state the specific type of ground truth (e.g., pathology, outcomes data).

    8. The Sample Size for the Training Set

    Not applicable. This device is a hemodynamic monitor, not an AI/machine learning device that would typically have a "training set" in the conventional sense of algorithm development. The document describes it as employing "identical technology for blood pressure and cardiac output measurement as was implemented in the predicate device (Nexfin Model 1)" and using "the Masimo Rainbow SET technology for the measurement of SpHb and SpO2."

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

    Not applicable, as there is no mention of a training set for an AI/machine learning algorithm.


    In summary, the provided text serves as a 510(k) summary for regulatory clearance, focusing on substantial equivalence and general safety/effectiveness. It does not contain the detailed study information sought for acceptance criteria, performance metrics, and study design elements like sample sizes, expert qualifications, or adjudication methods.

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