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510(k) Data Aggregation

    K Number
    K002522
    Date Cleared
    2000-10-25

    (71 days)

    Product Code
    Regulation Number
    892.1000
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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    K Number
    K000549
    Date Cleared
    2000-04-20

    (62 days)

    Product Code
    Regulation Number
    892.1000
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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    K Number
    K991740
    Date Cleared
    1999-08-02

    (73 days)

    Product Code
    Regulation Number
    892.1000
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Imaging of:

    • The Whole Body (including head, abdomen, breast, pelvis, limbs and extremities, spine, neck, TMJ, heart, blood vessels, small parts which include: wrist, elbow, ankle, shoulder, hand, knee). [Application terms include MRCP (MR Cholangiopancreatography), MR Urography, MR Myelography, MR Fluoroscopy, SAS (Surface Anatomy Scan), Dynamic Scan and Cine Imaging.]
    • Fluid Visualization
    • 2D/3D Imaging
    • MR Angiography/MR Vascular Imaging
    Device Description

    The Flexible Small Parts coil is comprised of a flexible coil winding, tune box, and clamp. The flexible coil winding is fabricated from a single strip of copper and encased in soft closed cell foam. The winding conforms to the irregular surface of anatomy and keeps the shape it is formed to while the foam provides consistent spacing between the windings and anatomy.

    Decoupling is dual active and achieved with PIN diodes. The impedance of the coil is 50 ohms nominal and it is a solenoid type coil.

    The Flexible Small Parts coil is constructed with the same materials that are currently in use for the released coil set for OPART™.

    AI/ML Overview

    This request cannot be fulfilled. The document does not contain information about acceptance criteria and device performance for the K991740 submission. It describes a medical device accessory (Flexible Small Parts coil for OPART™ MRI system) and states its intended use, but it does not include performance metrics or a study. The document is primarily a 510(k) summary and the FDA's clearance letter, which focus on substantial equivalence to a predicate device rather than detailed performance studies against specific acceptance criteria.

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    K Number
    K990007
    Date Cleared
    1999-04-01

    (87 days)

    Product Code
    Regulation Number
    892.1000
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Imaging of: The Whole Body (including head, abdomen, breast, pelvis, limbs and extremities, spine, neck, TMJ, heart, blood vessels). [Application terms include MRCP (MR Cholangiopancreatography), MR Urography, MR Myelography, MR Fluoroscopy, SAS (Surface Anatomy Scan), Dynamic Scan and Cine Imaging.] Fluid Visualization 2D/3D Imaging MR Angiography/MR Vascular Imaging

    Device Description

    The Large and Medium Flexible QD Body coils are essentially a QD (quadrature) extension and a flexible version of the standard Body Coil. The extension consists of adding a saddle trace to the existing solenoid trace. The two independent RF traces have RF magnetic fields which are orthogonal (oriented at 90 degrees with respect to each other) to create a quadrature coil. The NMR signals from the two independent loops are sent to an RF front end where they are then amplified and combined (summed) to provide a resultant signal with improved signal-to-noise ratio. With the coil's flexibility. RF connectors are added which enable the coil to open for patient loading. This enables the coil to be placed directly on the patient pallet. The standard body coil requires the patient to lay on the patient pallet then the patient with pallet is slid through the body coil. An advantage of placing the patient directly on the coil is that the pallet does not go through the coil. Hence the pallet is not filling the coil. This enables the coil to be physically smaller, for improved signal to noise, without losing space for patient loading.

    AI/ML Overview

    The provided document is a 510(k) Premarket Notification for a Magnetic Resonance Diagnostic Device Accessory (OPART™ MRT-600 Large and Medium Flexible QD Body coils).

    This type of submission focuses on demonstrating substantial equivalence to a previously legally marketed device, not necessarily on proving that the device meets specific performance acceptance criteria through a rigorous independent study with defined metrics.

    Therefore, the document does not contain the detailed information requested regarding acceptance criteria, reported device performance, sample sizes for test/training sets, expert qualifications, adjudication methods, MRMC studies, standalone performance studies, or how ground truths were established, as these are typically part of a comprehensive clinical study report, which is not included here.

    Instead, the submission demonstrates "safety and effectiveness" by comparing the new device to a predicate device (Matrix 3000 Flexible Spine Coil, K964753) and stating that the modifications "do not raise new questions of safety or efficacy."

    However, I can extract the safety and imaging performance parameters listed for the device, which might be considered "acceptance criteria" in a general sense for the device's operational characteristics, rather than diagnostic accuracy.

    Here's a summary of what information is available in the provided text, structured to address your request as much as possible:

    1. Table of Acceptance Criteria and Reported Device Performance

    As noted, these are not diagnostic performance metrics, but rather operational specifications. The document implicitly states that the device meets these specifications as part of its design and intended function, making it substantially equivalent to the predicate.

    ParameterAcceptance Criteria (Stated Specification)Reported Device Performance (Implied by design/equivalence)
    Safety Parameters
    Maximum static field strength0.35 Tesla0.35 Tesla
    Rate of change of magnetic field19 T/second19 T/second
    Maximum radio frequency power deposition (SAR)<0.4 Watt/kg<0.4 Watt/kg
    Acoustic noise levels (maximum)98.4 dB (A)98.4 dB (A)
    Imaging Performance Parameters
    Specification volume (Head)10cm dsv10cm dsv
    Specification volume (Body)20cm dsv20cm dsv

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

    • Sample Size for Test Set: Not applicable/not provided. The document mentions "Sample phantom images and clinical images are presented from both the Large Flexible QD Body coil (Appendix D & E) and the Medium Flexible QD Body coil (Add to file appendix 2 and 3)." This suggests internal testing for functionality and image quality, but not a formal clinical test set with statistical power calculations typically associated with diagnostic performance studies. The number of images or cases is not specified.
    • Data Provenance: Not specified. Given the context of a 510(k) for a device accessory, it's likely internal testing data.

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

    • Not applicable/not provided. This information is relevant for studies evaluating diagnostic accuracy, which is not the primary focus of this 510(k) submission for a coil accessory.

    4. Adjudication method for the test set

    • Not applicable/not provided.

    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

    • Not applicable. This is a device accessory (MRI coil), not an AI diagnostic algorithm.

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

    • Not applicable. This is a device accessory (MRI coil), not an AI diagnostic algorithm.

    7. The type of ground truth used

    • For the operational parameters (safety and imaging performance), the "ground truth" would be established through physical measurements, engineering tests, and adherence to established MRI system standards for signal detection within specified volumes. For image quality, it would likely be qualitative assessment against expected standards, as implied by the submission of "sample phantom images and clinical images." There is no mention of pathology, outcomes data, or expert consensus in a diagnostic sense.

    8. The sample size for the training set

    • Not applicable/not provided. This is a hardware accessory, not a machine learning model requiring a training set.

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

    • Not applicable/not provided.
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