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510(k) Data Aggregation

    K Number
    K240094
    Device Name
    LumiNE US; Lumi
    Manufacturer
    Date Cleared
    2024-09-10

    (242 days)

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

    The LumiNE US software is intended for the visualization of medical images to provide insights in anatomy and pathology in preparation of surgical treatment. As such, the software allows for the conversion of 2D patient imaging into 3D models and for the visualization of 2D and 3D patient imaging including Augmented Reality. When accessing the LumiNE US software from a wireless Head-Mounted Display (HMD) or PC monitor, images viewed are for informational purposes only and not intended for diagnostic use.

    The LumiNE US software is intended for use by a (neuro)surgical resident or a medical professional that is qualified by a hospital to prepare medical imaging for surgeons. For the conversion of medical imaging into 3D models, Magnetic Resonance Imaging (MRI) and/or Computed Tomography (CT) imaging of adult patients are required. The LumiNE US software is intended to be used for visualization of surgery, and not for diagnostic use. Therefore, segmentation and visualization of tumors or any other pathology can only be used for previously known and pre-diagnosed conditions.

    LumiNE US can only be used for contrast-enhanced T1 MR scans (sem-automatic segmentation of known tumor, skin, brain, and ventricles), or for CT scans (threshold-based segmentation).

    The LumiNE US MRI T1 tumor segmentation function can only be used in case of a single intracranial contrast enhancing tumor, diagnosed by a neuroradiologist or a neurosurgeon, with a minimal volume of 2.0 cc (0.1 in3) and a minimal diameter in any direction of 15 mm (0.6 inch), and a maximum volume of 100cc (6.1 in3) and a maximal diameter in any direction of 75 mm (3.0 inch).

    Device Description

    LumiNE US is a software device for the visualization of medical images to provide insights in anatomy and pathology in preparation of surgical treatment. As such, the software allows for the conversion of 2D patient imaging into 3D models and for the visualization of 2D and 3D patient imaging including Augmented Reality. When accessing the LumiNE US software from a wireless Head-Mounted Display (HMD) or PC monitor, images viewed are for informational purposes only and not intended for diagnostic use. Applicable pathology includes scans with known intracranial lesions that are diagnosed as Glioblastoma, Meninqioma, or Metastasis by a neurosurgeon or neuroradiologist.

    AI/ML Overview

    The provided text describes the acceptance criteria and the study conducted for the LumiNE US device, specifically focusing on its MRI T1 tumor segmentation function (T1cSF).

    Here's a breakdown of the requested information:

    1. Table of Acceptance Criteria and Reported Device Performance

    The study evaluates the automatic segmentation of Brain, Skin (as a proxy for the entire head/skull), Tumor, and Ventricles.

    StructureMetricAcceptance CriteriaReported Device Performance (Median, 95% CI)Result
    BrainDSC> 0.900.96 (0.95-0.97)Mets
    Brain95% HD0.900.99 (0.99-1.0)Mets
    Skin95% HD0.800.93 (0.92-0.94)Mets
    Tumor95% HD0.850.89 (0.85-0.91)Mets
    Ventricles95% HD
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