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510(k) Data Aggregation

    K Number
    K083539
    Date Cleared
    2009-04-03

    (126 days)

    Product Code
    Regulation Number
    892.1000
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Applicant Name (Manufacturer) :

    ADVANCED IMAGING RESEARCH, INC.

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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    K Number
    K083541
    Date Cleared
    2009-02-24

    (88 days)

    Product Code
    Regulation Number
    892.1000
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    ADVANCED IMAGING RESEARCH, INC.

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

    The Neonate (Head, Body) Coil is a quadrature transmit/receive coil used for obtaining diagnostic images and spectra of the (pre- and term) infant head in 1,5 and 3,0 Tesla General Electric, Siemens Medical Solutions and Philips Medical Systems' Magnetic Resonance Imaging (MRI) scanners and magnetic resonance compatible incubator systems. Indications for use are same as that for standard MR imaging.

    The Neonate Coils when used in conjunction with the MRI systems or Neonate coils when used with the MRI compatible incubator and in conjunction with the MRI systems provide imaging of the infant head and body (torso). When interpreted by a trained physician, these images provide information that can be useful in the determination of the diagnosis.

    Device Description

    The Neonate (Head, Body) Coil is a 12 element quadrature, transmit/receive coil. Coil elements and associated circuitry are enclosed in a rigid former to prevent any exposure to patient or environment. The coil design facilitates scanning of pre-term and term newborn babies with different head and body sizes and maximizes comfort and ease of use.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and study information for the Advanced Imaging Research Neonate Coils based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    The provided text does not list specific numerical acceptance criteria or performance metrics (e.g., signal-to-noise ratio, image resolution, specific absorption rate limits with associated values). Instead, it describes general safety and functionality aspects that the device meets.

    Acceptance Criteria CategoryReported Device Performance (Summary)
    Safety - Mechanical/ExposureCoil elements and associated circuitry are enclosed in a rigid former to prevent any exposure to patient or environment.
    Safety - RF BurnsTransmit and receive channels are isolated with pin-diodes; coil elements and associated circuitry are enclosed in plastic housing.
    Safety - RF AbsorptionRadio-frequency power deposition is limited in the coil specific file embedded in the MRI and by SAR algorithm of the MRI scanner.
    Safety - Resonance LoopsActive diodes and RF fuses isolate the coil elements from whole body RF coil transmit; length and routing of output cable does not permit looping.
    Functionality - DesignCoil design facilitates scanning of pre-term and term newborn babies with different head and body sizes and maximizes comfort and ease of use.
    Functionality - CompatibilityWorks with 1.5T and 3.0T GE, Siemens, and Philips MRI scanners and MRI-compatible incubator systems.
    Functionality - Imaging ModalitiesProton 1H 1D, 2D, 3D T1, T2 weighting, proton density, chemical shift, diffusion weighted imaging, angiography, functional MRI, chemical shift imaging, spectroscopy.
    Equivalence to PredicateSubstantially equivalent to Advanced Imaging Research's Neonate (Head, Body) Coils (K023929).
    New HazardsTesting and usage of the 3.0T Neonate Coils does not result in any new potential hazards.

    2. Sample Size for the Test Set and Data Provenance

    • Sample Size: The document does not specify a quantitative sample size (e.g., number of subjects, number of images) for the test set. It states "Testing was performed to demonstrate that the 3.0 T Neonate Head Coils meet the predetermined acceptance criteria." Test-set subjects would likely be phantoms or a limited number of human subjects for safety testing, but specific numbers are not provided.
    • Data Provenance: Not specified. This type of device (MR coil) typically undergoes technical performance and safety testing, which often involves engineering tests and phantom studies rather than extensive clinical data. The document does not indicate if any human subject data, retrospective or prospective, was used for performance evaluation beyond safety.

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

    • Number of Experts: Not specified.
    • Qualifications of Experts: Not specified. For this product which is a coil, the "ground truth" during testing would likely be based on established engineering standards for MRI coil performance, safety limits, and image quality measurements, rather than clinical interpretation requiring expert radiologists to establish a diagnostic ground truth. The interpretation of images for diagnosis is stated to be by a "trained physician," but this is for clinical use, not for establishing ground truth during the device's technical acceptance testing.

    4. Adjudication Method for the Test Set

    Not applicable/Not specified. Given the nature of the device (MRI coil) and the type of testing implied (technical performance and safety), an "adjudication method" as typically used in clinical studies for diagnostic accuracy (e.g., 2+1 reads) is not relevant or described. Acceptance would be based on meeting engineering specifications and safety standards.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    • Was it done? No, an MRMC comparative effectiveness study was not performed or described. This type of study assesses reader performance with and without an AI algorithm, which is not applicable to an MRI coil itself. The device is a hardware component.
    • Effect Size: Not applicable.

    6. Standalone (Algorithm Only) Performance Study

    • Was it done? No, a standalone algorithm performance study was not done. The device is an MRI coil, a hardware component, not a software algorithm.

    7. Type of Ground Truth Used

    The ground truth for the "testing" mentioned in the document would be based on engineering specifications, physical measurements, and safety standards (e.g., SAR limits, electrical isolation, signal-to-noise ratio measurements using phantoms, geometric distortion assessment). It is not based on expert consensus, pathology, or outcomes data in the traditional sense of a diagnostic medical device.

    8. Sample Size for the Training Set

    Not applicable. The device is an MRI coil (hardware). There is no "training set" in the context of machine learning or AI algorithms for this product.

    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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    K Number
    K023929
    Date Cleared
    2003-02-21

    (88 days)

    Product Code
    Regulation Number
    892.1000
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    ADVANCED IMAGING RESEARCH, INC.

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

    The RF coils when used in conjunction with the MRI systems or RF coils when used with the incubator system and both the incubator and RF coils used in conjunction with the MRI systems provide imaging of the adult head, extremity, neonate head and body. When interpreted by a trained physician, these images provide information that can be useful in the determination of the diagnosis.

    Device Description

    Device function is similar to the predicate devices, and in general any RF coil for MRI.

    Advanced Imaging Research, Inc. intends to introduce Quadrature, Volume Coils for adult and pediatric MR. Specifically, Improved Adult Head coils, and Neonate Head and Body Volume coils safe for use with MRI compatible incubator systems are enclosed.

    Our Improved Adult Head Coils provide enhanced signal-to-noise ratio (SNR), a high degree of RF homogeneity and is "open" to alleviate patient claustrophobia.

    Our Neonate Coils are intended to scan pre- and term neonates and are designed for use with MR compatible incubator systems. The Neonate Head coil is intended to scan the newborn brain, whereas the Neonate Body coil is intended to scan the major organs (heart, spine, abdomen, pelvis etc.) in the torso and extremities.

    AI/ML Overview

    This document is a 510(k) premarket notification for RF coils used in Magnetic Resonance Imaging (MRI). It does not contain acceptance criteria for device performance or a study demonstrating the device meets such criteria. Instead, it asserts that the device's function and technological characteristics are "similar" or "identical" to predicate devices already on the market.

    Therefore, I cannot provide the requested information. The document focuses on regulatory approval based on substantial equivalence to existing devices, rather than presenting a performance study with specific acceptance criteria.

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