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510(k) Data Aggregation

    K Number
    K230579
    Date Cleared
    2023-08-18

    (169 days)

    Product Code
    Regulation Number
    870.1425
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    Smart Wedge algorithm

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

    When used in combination with a Swan-Ganz catheter connected to a pressure transducer, the Edwards Lifesciences Smart Wedge algorithm measures and provides pulmonary artery occlusion pressure and assesses the quality of the pulmonary artery occlusion pressurement. The Smart Wedge algorithm is indicated for use in critical care patients over 18 years of age receiving advanced hemodynamic monitoring. The Smart Wedge algorithm is considered to be additional quantitative information regarding the patient's physiological condition for reference only and no therapeutic decisions should be made based solely on the Smart Wedge algorithm parameters.

    Device Description

    The Smart Wedge algorithm is designed to provide the value at end-expiration of the pulmonary artery occlusion pressure (PAOP) signal, also called pulmonary wedge pressure, pulmonary capillary wedge pressure (PCWP), or pulmonary artery wedge pressure (PAWP), and to assess the quality of the pulmonary artery occlusion pressure measurement.

    The Smart Wedge algorithm is intended to be used with a Swan-Ganz pulmonary artery catheter connected to a pressure cable and pressure transducer.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and the study proving the device meets them, based on the provided FDA 510(k) summary:

    1. Acceptance Criteria and Reported Device Performance

    The device performance is reported for two main aspects: PAOP (Pulmonary Artery Occlusion Pressure) Identification and PAOP Measurement. The acceptance criteria can be inferred from the reported performance results and the comparison to the predicate device, especially the statement: "Results for the Smart Wedge algorithm met or exceeded predicate device performance." While explicit numerical acceptance criteria aren't listed as "targets," the provided performance values serve as the acceptable outcomes.

    Smart Wedge Algorithm ParameterImplicit Acceptance Criteria (Target/Goal)Reported Device Performance (Mean with 95% CI)
    PAOP IdentificationHigh Sensitivity (close to 100%)Sensitivity: 100% [100, 100]
    (based on 225 PAP waveforms)High Specificity (close to 100%)Specificity: 96% [92, 100]
    High Positive Predictive Value (PPV) (close to 100%)PPV: 95% [89, 99]
    High Negative Predictive Value (NPV) (close to 100%)NPV: 100% [100, 100]
    PAOP MeasurementLow Mean Absolute Error (MAE) (e.g.,
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