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510(k) Data Aggregation

    K Number
    K223322
    Date Cleared
    2023-07-24

    (266 days)

    Product Code
    Regulation Number
    892.2050
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Indications for use of the Argus Cognitive ReVISION Software are quantification and reporting of right ventricle (RV) structures and function of patients (adults only) with suspected disease to support physicians' diagnosis.

    Device Description

    The Argus Cognitive ReVISION Software ("ReVISION Software") assesses global and segmental function of the right ventricle (RV) of the heart via the decomposition of longitudinal, radial, and anteroposterior motions of the RV walls and quantifies their relative contribution to global RV ejection fraction along with longitudinal, circumferential and area strains using 3D datasets obtained by echocardiography. Segmentation is performed on the end-diastolic 3D RV model using a rule-based, non-AI/ML algorithm to have 15 RV segments. This segmentation is then projected to all models in the corresponding cardiac cycle.

    AI/ML Overview

    Here's a summary of the acceptance criteria and the study proving the device meets them, based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    Test (Category)Acceptance CriteriaReported Performance
    Unit/Integration Testing
    Mesh ProcessingMesh orientation parameters for apex, inflow, and outflow centers are within specifications.Pass
    Volume CalculationVolume calculations are consistent with predicate device and are reproducible.Pass
    Motion DecompositionInterobserver and intraobserver variability of decomposed end-systolic volumes are within specifications. Pre- and postoperative values for ejection fraction are reproducible.Pass
    Volumetric SegmentationThe relative volumes of each segment to the total volume fall within specifications. The sum of segmental volumes is equal to the global volume. Interobserver and intraobserver variability of segmental end-diastolic and end-systolic volumes are within specifications.Pass
    3D Strain CalculationSeptal and free wall longitudinal strain, and global circumferential strain values are consistent with predicate device. Interobserver and intraobserver reliability of global longitudinal strain are within specifications.Pass
    Verification TestsGlobal and segmental metrics are calculated in more than 99% of cases. When inadequate input is presented, the data is not analyzed and an error message is presented. Movement decomposition and volume calculations of known geometric data are accurate.Pass
    Mathematical Unit TestsThe area of a two-dimensional polygon is calculated accurately. The relations between a two-dimensional line or a three-dimensional plane and a point are calculated accurately. The closest point on a line, segment, ray, or plane to a given point is calculated accurately. The distance between two points, a segment and a point, a line and a point, a ray and a point, a plane and a point is calculated accurately. The collinearity of three points or of two lines is calculated accurately. The relation of a point to another point, line, segment, ray, plane, or polygon is calculated accurately. The intersection point of two lines, a line and a triangle, a line and a plane, a ray and a triangle, a ray and a plane is calculated accurately. The intersection of two segments, a segment and a line, a segment and a plane, a segment and a ray, a segment and a triangle is calculated accurately. The points of a polygon are not duplicated and are labeled accurately.Pass
    Evaluation TimeAverage evaluation time must be under 15 minutes.Pass
    System Level Testing
    Response TimeResponse time must be under 10 seconds.Pass
    Response to Stress ConditionsNo delay in the ReVISION Software functionality.Pass
    Validation Testing
    Accuracy ValidationFor segmental metrics:
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