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510(k) Data Aggregation

    K Number
    K121929
    Manufacturer
    Date Cleared
    2013-01-17

    (199 days)

    Product Code
    Regulation Number
    880.6775
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Zephyr "x-series" Patient Positioning and Transfer System is indicated to aid in the support, positioning, and transfer of a patient for procedures involving imaging, including MRI, and external beam radiation therapy treatment with electrons, photons or protons, as well as other procedures requiring transfer of a patient.

    Device Description

    The Zephyr "x-series" Patient Positioning and Transfer System functions as an accessory to support a patient and positioning devices during imaging and radiation therapy procedures, and other procedures requiring the transfer of a patient. The Zephyr "x-series" Patient Positioning and Transfer System utilizes forced air as a low-friction bearing to transfer patients from one flat surface to another, eliminating the need to manually lift the patient.

    AI/ML Overview

    The Diacor Zephyr "x-series" Patient Positioning and Transfer System is indicated to aid in the support, positioning, and transfer of a patient for procedures involving imaging, including MRI, and external beam radiation therapy treatment with electrons, photons or protons, as well as other procedures requiring transfer of a patient.

    Here's an analysis of the acceptance criteria and the study proving the device meets them:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria (from Bench Testing)Reported Device Performance
    Attenuation: In line with patient positioning devices readily found on the market. Measurements taken at 6MV and 10MV clinical photon energies.Average attenuation factor measured: 3.33
    Median attenuation factor measured: 2.65
    Build-up: In line with patient positioning devices readily found on the market. Measurements taken at various depths in solid water.Produced a dose buildup effect with an approximate equivalence to 6mm of tissue.
    MR Safety: No detectable pull by the magnet when positioned on the MR patient table and slid into the MR bore. Blower hose should show minimal attraction.Board showed no detectable pull by the magnet. Blower hose showed a slight attraction when directly next to the magnet, but was easily removed from the bore. All components, excluding the air blower, tested MR Safe.

    2. Sample Size Used for the Test Set and Data Provenance

    • Test Set: Not applicable as this submission details bench testing rather than a clinical study with a patient test set.
    • Data Provenance: The data is from bench testing conducted by Diacor Inc. The country of origin for this testing is not explicitly stated, but Diacor Inc. is based in West Valley City, UT, USA.

    3. Number of Experts Used to Establish Ground Truth and Qualifications

    • Not applicable. Ground truth in this context (bench testing) is established through physical measurements and scientific methodologies rather than expert consensus on medical images or diagnoses.

    4. Adjudication Method for the Test Set

    • None. Adjudication is not relevant for bench testing where objective physical measurements are performed.

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

    • No. An MRMC study was not conducted as this device is a patient positioning and transfer system, not an imaging or diagnostic AI device that would involve human readers interpreting cases.

    6. Standalone Performance (Algorithm Only without Human-in-the-Loop Performance)

    • Yes, in the context of device function. The "standalone" performance here refers to the device's physical and material properties (attenuation, build-up, MR safety) as measured during bench testing, independent of human interaction beyond operating the testing equipment. There is no algorithm involved in the "standalone" sense of an AI device.

    7. Type of Ground Truth Used

    • Physical Measurements and Scientific Standards:
      • Attenuation and Build-up: Measured using a Unidose-E electrometer with specific chambers (Farmer Chamber FC65-G, PTW Advanced Markus Plane Parallel Chamber) in solid water, based on established physics principles for radiation dosimetry.
      • MR Safety: Assessed by observing the physical interaction (attraction/pull) of the device components with a magnet and a hand-held metal detector, adhering to MR safety guidelines.

    8. Sample Size for the Training Set

    • Not applicable. This submission describes a physical medical device, not an AI/machine learning algorithm, so there is no "training set" in that context.

    9. How the Ground Truth for the Training Set Was Established

    • Not applicable. As there is no AI algorithm training set, this question is not relevant.
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    K Number
    K050888
    Manufacturer
    Date Cleared
    2005-05-23

    (46 days)

    Product Code
    Regulation Number
    892.5050
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    To enable head and neck immobilization for patient placement during radiation therapy planning and treatment.

    Device Description

    The Integra Immobilization System consists of three device options which may be used as the patient simulation and treatment circumstances indicate. All three options of the System utilize the same thermoplastic, all three are designed with high strength carbon fiber, with foam core to provide a strong but light weight support base and all three provide head, neck and shoulder immobilization for patients undergoing simulation or radiation therapy using the exact same attachment of the thermoplastic to the carbon fiber board.

    The "Integra ce Extension" option to the Varian Exact Couch provides a means to attach the extension securely to the end of the Exact Couch utilizing Varian's end of table design. The board provides rigid support to the head and shoulders by means of its carbon fiber and foam core construction.

    The "Integra ci Insert" option to the Varian Exact Couch provides the means to provide head, neck and shoulder immobilization on a CT Scanner couch or a Varian Exact Treatment Table. This insert fits into a mating recess in the CT table overlay or a similar insert space in the Exact Treatment Table.

    The "Integra co Cantilever Board" option provides head, neck and shoulder immobilization as part of a stand alone carbon fiber and foam core board. The board is constructed utilizing carbon fiber surfaces with a foam interior. The result is an extremely stong but light weight board. The overall design of the board provides comfortable patient support and a means to index the board to the table or overlay that it rests upon.

    The Integra Immobilization System utilizes the method of head, neck and shoulder fixation that is also commonly found in radiation therapy departments and has been repeatedly shown to be safe and effective in immobilizing the head, neck and shoulders. The thermoplastic from Orfit is heated in a water bath to a temperature that makes the thermoplastic moldable. The material is removed from the bath, dried and placed over the patients head, neck and shoulders. It is stretched over the head, neck and shoulders, molded to conform to the patients head, neck and shoulder contour and attached to the support board in such a way that the patient is firmly held in place and yet can be released from the position very quickly if needed. As the thermoplastic cools, it hardens and thus permanently maintains the patient contour for repeated identical immobilizations required during a course of treatment.

    AI/ML Overview

    The provided text is a 510(k) Premarket Notification Summary for the Integra™ Immobilization System. This is a medical device submission, and as such, it focuses on demonstrating substantial equivalence to a predicate device rather than presenting a study with specific acceptance criteria and performance metrics typically seen for AI/ML-driven devices.

    Therefore, the requested information regarding acceptance criteria, device performance, sample sizes, expert involvement, adjudication methods, MRMC studies, standalone performance, and ground truth establishment is not available in the provided document. The document primarily details the device description, its intended use, and a comparison to a predicate device to establish substantial equivalence based on technological characteristics.

    Instead of providing the requested table for acceptance criteria and performance (which is not present), I will summarize the key information available in the document that aligns with an equivalence demonstration for a non-AI/ML device.

    Summary of Device Equivalence Information (as presented in the 510(k) Summary):

    1. Acceptance Criteria and Reported Device Performance:

      • Acceptance Criteria (Implicit): Substantial equivalence to the predicate device (Orfit Industries Raycast Immobilization Systems and Thermoplastics, K991319) in terms of construction, form, function, and safety and effectiveness.
      • Reported Device Performance: The document does not provide specific performance metrics in the way an AI/ML device would (e.g., sensitivity, specificity, AUC). Instead, it asserts that the Integra Immobilization System is "substantially equivalent to the Orfit boards in construction, form and function." This equivalence is based on the comparison of technological characteristics.
    2. Sample Size and Data Provenance:

      • Not Applicable. This type of device (physical immobilization system) does not involve data in the sense of a test set for algorithmic evaluation. Therefore, there are no sample sizes for test sets or data provenance cited.
    3. Number of Experts and Qualifications:

      • Not Applicable. The evaluation of this device is based on its physical design and materials, and comparison to an established predicate, rather than an expert review of algorithmic outputs or study data.
    4. Adjudication Method:

      • Not Applicable. There is no adjudication process described as there is no diagnostic or interpretive output requiring expert consensus.
    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study:

      • No. This is not an AI-assisted diagnostic or interpretive device, so an MRMC study is irrelevant to its evaluation.
    6. Standalone Performance:

      • Not Applicable. "Standalone performance" in the context of AI refers to the algorithm's performance without human intervention. This device is a physical immobilization system and does not have an "algorithm."
    7. Type of Ground Truth Used:

      • Not Applicable. No ground truth data (e.g., pathology, outcomes data) is used because the device's function is mechanical immobilization, not diagnostic or predictive. The "truth" here is essentially that it effectively immobilizes the patient, which is established through its design and similarity to the predicate.
    8. Sample Size for the Training Set:

      • Not Applicable. There is no training set for this type of device.
    9. How Ground Truth for the Training Set Was Established:

      • Not Applicable. As there is no training set, there is no ground truth to establish for it.

    Key Information from the Document that demonstrates equivalence:

    The applicant established substantial equivalence by comparing the Integra Immobilization System to the predicate device, the Orfit Industries Raycast Immobilization Systems and Thermoplastics (K991319), across several technological characteristics:

    • Intended Use: Both devices are intended to retain/immobilize the head, neck, and shoulders of the patient during radiation therapy simulation or treatment.
    • Construction: Both utilize carbon fiber over foam core board construction (Orfit also uses HPL in some cases).
    • Thermoplastic Head Immobilization: Both use thermoplastic masks.
    • Head and Neck Restraint: Both use non-invasive thermoplastic masks.
    • Head Positioning: Both use head holders and foam wedges.
    • Thermoplastic Mask Release: Both use a foam insert to hold the mask in a slot for release.

    The document states, "The Diacor Integra Head and Neck Immobilization boards are substantially equivalent to the Orfit boards in construction, form and function." This statement, coupled with the detailed comparison table, forms the basis of their claim for meeting the FDA's regulatory requirements for this type of device via the 510(k) pathway.

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