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510(k) Data Aggregation

    K Number
    K213397
    Date Cleared
    2021-12-17

    (60 days)

    Product Code
    Regulation Number
    892.1000
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    InkSpace Imaging Pediatric Body Array

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

    The InkSpace Imaging Pediatric Body Array is a receive-only coil, used for obtaining diagnostic images of pediatric cardiac and body in GE 3.0T magnetic resonance imaging systems. These images, when interpreted by a trained physician, yield information that may assist in diagnosis.

    Device Description

    The InkSpace Imaging Pediatric Body Array is a phased array, receive-only coil intended to work with GE 3.0T MRI scanners to provide optimal signal-to-noise ratio and uniformity for high resolution pediatric body MR imaging examinations. The size and layout of individual channels of the InkSpace Imaging Pediatric Body Array were designed specifically to fit the pediatric population for body imaging. The coil is comprised of 24 total channels, with two individual flexible pads, intended to be placed anterior and posterior to the patient, containing 12 individual elements. The elements are optimized to be flexible to conform to a pediatric patient's anatomy.

    AI/ML Overview

    The InkSpace Imaging Pediatric Body Array is a receive-only coil for pediatric cardiac and body imaging in GE 3.0T MRI systems. Its acceptance criteria and performance are based on non-clinical testing.

    Here's a breakdown of the requested information:

    1. Table of Acceptance Criteria and Reported Device Performance:

    Acceptance Criteria CategorySpecific CriteriaReported Device Performance
    Image PerformanceSignal to Noise (SNR) meets specificationsTesting conducted, results suggest specifications met
    Image Uniformity meets specificationsTesting conducted, results suggest specifications met
    Acquired Image Quality is clinically acceptableAnalyzed based on sample clinical images; found acceptable by board-certified radiologist
    SafetySurface Heating within acceptable limitsTesting conducted, results suggest limits met
    Decoupling Circuit functions as intendedTesting conducted, results suggest proper function
    EMC Immunity, Electrostatic Discharge meets standardsTesting conducted, results suggest standards met
    General Electrical/Mechanical Safety meets standardsTesting conducted, results suggest standards met
    BiocompatibilityNo CytotoxicityTesting (ISO 10993) conducted, results suggest no cytotoxicity
    No SensitizationTesting (ISO 10993) conducted, results suggest no sensitization
    No IrritationTesting (ISO 10993) conducted, results suggest no irritation
    UsabilityDevice is usableUsability Testing conducted
    Durability/TransitDevice withstands transitTransit Testing conducted

    Study Proving Acceptance Criteria:

    The device's acceptance criteria were proven through a series of nonclinical tests conducted in accordance with the FDA Guidance Document entitled, "Magnetic Resonance (MR) Receive-only Coil – Performance Criteria for Safety and Performance Based Pathway," issued December 11, 2020.

    2. Sample size used for the test set and the data provenance:

    • Sample Size for Test Set: The document does not specify a numerical sample size for "test sets" in the traditional sense of a clinical trial with patient data. The testing primarily involved bench testing and technical evaluations of the device itself. For "Acquired Image Quality," sample clinical images were analyzed.
    • Data Provenance: Not explicitly stated as "country of origin" for patient data, since the primary testing was non-clinical. The "sample clinical images" used for image quality analysis would presumably be from a clinical setting, but no details on their origin (e.g., country, specific institution, retrospective/prospective collection) are provided.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

    • Number of Experts: One expert.
    • Qualifications of Experts: "A board-certified radiologist."

    4. Adjudication method for the test set:

    • The document mentions "a review of their clinical quality by a board-certified radiologist" for the acquired image quality. This implies a single-reader adjudication for the image quality assessment. There is no mention of a multi-reader, consensus, or other adjudication methods.

    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:

    • No, an MRMC comparative effectiveness study was not done. This device is a hardware component (MRI coil), not an AI-assisted diagnostic tool.

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

    • Yes, in essence, standalone performance was assessed through the nonclinical bench testing. The "device performance" metrics (SNR, uniformity, heating, electrical safety, etc.) were evaluated for the coil itself, independent of human interpretation or interaction beyond its operational use in an MRI system. The image quality analysis, while reviewed by a radiologist, evaluated the device's output (the images) when compared to clinical expectations, not the radiologist's performance with or without the device.

    7. The type of ground truth used:

    • For the technical performance aspects (SNR, uniformity, heating, electrical safety, biocompatibility, etc.), the "ground truth" was established by engineering specifications, recognized industry standards (e.g., ISO 10993), and regulatory guidance documents (FDA Guidance Document for MR Receive-only Coil).
    • For "Acquired Image Quality," the ground truth was based on the clinical interpretation and judgment of a board-certified radiologist regarding the diagnostic utility of the sample images produced by the device.

    8. The sample size for the training set:

    • Not applicable. This device is a hardware component (MRI coil); it does not involve machine learning or an "algorithm" in the sense of requiring a training set for model development.

    9. How the ground truth for the training set was established:

    • Not applicable, as there is no training set for this hardware device.
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