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510(k) Data Aggregation

    K Number
    K160279
    Manufacturer
    Date Cleared
    2016-10-14

    (255 days)

    Product Code
    Regulation Number
    892.1650
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Anyview-500R fluoroscopic mobile x-ray system is radiation medical equipment only used by professional radiologists. This product is designed to provide fluoroscopic and spot film images of the patient during diagnostic and interventional procedures.

    This system can be applied in emergency room, operation room, cast room or etc. of hospital.

    Device Description

    This device is a mobile x-ray fluoroscopic imaging system used by radiation experts. This device is a fluoroscopic imaging system to visualize human body's anatomical structure using a principle that x-ray qenerates hypophonesis difference when penetrating human body depending on tissue's density and thickness. The device is composed of main body, x-ray generating equipment (x-ray controller, high voltage generator, x-ray tube, motortype collimator), image collecting equipment (Image Intensifier, CCD Camera) and digital imaging system (cart including computer and monitor). The product's arm is mobile and rotatable in X, Y and Z axes, which facilitates use of x-ray in every direction.

    ANYVIEW imaging software is a Digital Imaging System (DIS) designed for C-arm, Anyview-500R. ANYVIEW imaging software provides useful functions to manage X-ray images obtained from Anyview 500R C-arm.

    ANYVIEW imaging software provides various image tools. One of the most noticeable features is that the C-arm images taken during an exam are stored in the database for further review. Image data is integrated with the patient information in DICOM(OPTION) compatible format which allows compatibility with existing DICOM and PACS system. All these features are available in a single application program, ANYVIEW.

    AI/ML Overview

    The provided text describes a 510(k) premarket notification for the "Anyview-500R Fluoroscopic Mobile X-ray System," focusing on its substantial equivalence to a predicate device, KMC-950 (K032761). The document primarily addresses the technical specifications and safety standards rather than detailed acceptance criteria for an AI-powered device or a study proving its performance against such criteria.

    Therefore, many of the requested details about acceptance criteria, study design for AI evaluation, expert qualifications, and ground truth are not applicable or not provided in the given text.

    Here's an attempt to answer the questions based only on the provided text:

    1. A table of acceptance criteria and the reported device performance

    The document does not explicitly define "acceptance criteria" in the context of a specific performance threshold for an AI-powered device. Instead, it demonstrates substantial equivalence by comparing the technical characteristics and adherence to safety standards of the new device (Anyview-500R) against a predicate device (KMC-950).

    The performance comparison is detailed in tables on pages 6, 7, and 8. The provided text highlights differences in specifications such as Resolution, Output Power, Fluoroscopy Pulsed mode, Radiography mAs range, and Image Intensifier Contrast. However, these are technical specifications, not acceptance criteria for an AI device's clinical performance.

    CharacteristicAcceptance Criteria (Not explicitly stated as performance threshold, but implied by similarity to predicate)Reported Device Performance (Anyview-500R)Predicate Device (KMC-950) Performance
    X-ray Generator Type---HFG INVERTER TYPEHigh frequency Inverter type (POSKOM)
    Output power---5kW12.5W
    Fluoroscopy - Continuous mode---0.5-10mA0.5-5mA
    Fluoroscopy - Pulsed mode---0.5-20mA0.5-5mA
    Fluoroscopy - Boost mode---30mA20mA
    Radiography - kV range---40-125 kV40-120kV
    Radiography - mA range---20-100 mA20-150
    Radiography - mAs range---0.8~200mAs0.4~500 mAs
    X-ray tube type---TOSHIBA XR-2551Varian RAD-99
    Max kV---125kV120kV
    Focal spot (S/L)---0.3 / 0.60.3 / 0.6
    Target angle---10°10°
    Anode heat capa---210 kHU300 kHU (HU=1.4 x Joule)
    Collimator type---Open/close motorizedOpen/close motorized
    Rotation---360 °360 °
    Image Intensifier---E5830SD-P4A (TOSHIBA)E5764SD-P4A (TOSHIBA)
    Input FOV---9inch9inch
    Entrance field size---9/6/4.5 in9/6/4.5 in
    Central resolution---54/62/70 lp/cm54 lp/cm
    Contrast---36:125:1
    CCD Camera type---CCDCCD
    Resolution (CCD Camera)512 x 512 (Predicate)1K x 1K512 x 512
    Laser Pointer---Included (Class II, 5mW, 655nM)N/A (Not Applicable)
    Performance Standard---21CFR 1020.3021CFR 1020.30
    Electrical Safety---IEC 60601-1-x seriesIEC 60601-1-x series
    II Central resolution (Normal)48 lp/cm52 lp/cm48 lp/cm
    II Contrast (10% area)253025

    Note: The differences are discussed on page 9, stating that the Anyview-500R has a higher resolution CCD camera (1K x 1K vs 512 x 512) and requires less X-ray source, which leads to lower capacity for the X-ray generator and tube heat storage compared to the predicate device. These differences "do not raise additional risk concerns" and "do not have an effect on safety and effectiveness compared to the predicate device."

    2. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)

    The document explicitly states: "No clinical data is necessary to evaluate safety or effectiveness for purposes of determining substantial equivalence of the proposed modification. Bench testing was performed to assess the device safety and effectiveness." (Page 10, Section 11).

    Therefore, there was no clinical test set, and hence no sample size, data provenance, or other details related to a clinical test set are provided. The evaluation was based on non-clinical (bench) testing.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience)

    As per the answer to question 2, no clinical test set was used, and therefore, no experts were utilized for establishing ground truth for a clinical test set.

    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set

    Not applicable, as no clinical test set was used.

    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. The device is a fluoroscopic mobile x-ray system, not an AI-assisted diagnostic tool.

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

    Not applicable. The device is an X-ray imaging system, not a standalone algorithm.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc.)

    Not applicable, as no clinical studies were performed. The "ground truth" for the device's substantial equivalence was based on its technical specifications, conformance to recognized international electrical and safety standards (e.g., IEC 60601 series, NEMA PS 3.1-3.20, 21 CFR 1020.30-32), and software validation and verification testing (page 10).

    8. The sample size for the training set

    Not applicable, as this is not an AI/machine learning device. The "training" for the device's development would refer to engineering design and testing, not a dataset in the context of AI.

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

    Not applicable, as this is not an AI/machine learning device. The "ground truth" during development would be engineering specifications and compliance with established standards.

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    K Number
    K151038
    Manufacturer
    Date Cleared
    2015-07-24

    (95 days)

    Product Code
    Regulation Number
    892.1720
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    This product, diagnostic X-ray system, is radiation medical equipment used by a qualified / trained physician or technician on both adult and pediatric subjects for taking diagnostic X-rays.
    This product is used on hand (wrist), foot (ankle), shoulder, elbow, knee, and other body parts.

    Device Description

    This product, portable X-ray generator, is radiation medical equipment which can only be used by professional radiologists. It controls and marks Xray dose within the range of X-ray exposure limited by hardware. Also it uses algorithm of X-ray output for processing and control. This portable Xray generator requires equipment for X-ray images. Small in size, this product is convenient to carry with, and suitable for being moved around. The main body used with a stand. And when attached to a stand, it is easy to adjust positioning for medical imaging.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and study information for the EPX-Series Mobile X-ray System, based on the provided document:

    This document is a 510(k) premarket notification, which focuses on demonstrating substantial equivalence to a legally marketed predicate device, rather than proving a device's performance against specific clinical acceptance criteria in the same way a de novo or PMA submission might.

    Acceptance Criteria and Reported Device Performance

    The core "acceptance criteria" here are based on demonstrating substantial equivalence to the predicate device (PORTA 100HF, K122697) by showing similar or improved technical characteristics and compliance with recognized safety standards. The table below summarizes the comparison presented.

    CharacteristicAcceptance Criteria (Predicate Device K122697)Reported Device Performance (EPX-Series)Met?
    Intended UseDiagnostic X-rays for adults and pediatric subjects on various body parts.Diagnostic X-rays for adults and pediatric subjects on hand, foot, shoulder, elbow, knee, and other body parts.Yes
    Energy Source100V-120V or 200V-240V Single 50/60 Hz110V120V / 220V240V, Single 50/60 HzYes
    User InterfaceUp and down Rotary switch for kV and mAs value with 7 segment LEDUp and down Rotary switch for kV and mAs value with 7 segment LEDYes
    Exposure switchDual stage, deadman type with curled cable.Dual stage, deadman type with curled cable.Yes
    ControlsSoftware basedSoftware basedYes
    ConstructionMonobloc HF generator, Medical full bridge inverter systemMonobloc HF generator, Medical full bridge inverter systemYes
    High Voltage AdjustmentHigh frequency inverterHigh frequency inverterYes
    Line Voltage AdjustmentAutomatic, DynamicAutomatic, DynamicYes
    Exposure times (sec)0.01 - 2.50 sec, 32 stepsF1600: 0.01-2.46 sec, 20 steps F2400: 0.01-4.0 sec, 25 steps F2800: 0.01-3.57 sec, 25 steps F3200: 0.01-3.2 sec, 25 steps F4000: 0.01-4.0 sec, 25 steps F5000: 0.01-5.0 sec, 25 stepsSimilar (Some models have higher range, some similar)Difference Discussion: Similar or better performance
    Tube Potential (kV)40-100kV (2kV step)F1600: 40-90kV (1kV step) F2400: 40-100kV (1kV step) F2800: 40-120kV (1kV step) F3200: 40-100kV (1kV step) F4000: 50110kV (1kV step) F5000: 50110kV (1kV step)Similar (Some models have wider range, some similar)Difference Discussion: Similar or better performance
    Tube current (mA)30mA (40-66kV), 20mA (68kV – 100kV)F1600: 1230mA F2400: 2040mA F2800: 1440mA F3200: 2560mA F4000: 2080mA F5000: 20100mAVaries by model, generally similar or higher capacity.Difference Discussion: Similar or better performance
    mAs0.3 mAs – 50 mAsF1600: 0.432mAs F2400: 0.4100mAs F2800: 0.4100mAs F3200: 0.4100mAs F4000: 0.4100mAs F5000: 0.4100mAsVaries by model, generally similar or higher capacity.Difference Discussion: similar or better performance
    X-ray tubeToshiba D-124F1600, F2400, F2800: D-125 F3200: D-205B F4000, F5000: OX/110-15Different models, but acceptable for function.Difference Discussion: No additional risk concerns
    Anode heat storage20K HUF1600, F2400, F2800: 50K HU F3200: 40k HU F4000, F5000: 42k HUHigher/better.Difference Discussion: Larger anode heat storage is a safety benefit
    Focal Spot1.2mmF1600, F2400, F2800: 1.2mm F3200: 2.0mm F4000, F5000: 1.8mmSimilar or larger.Difference Discussion: Larger focal spot results in wider useful beam, no additional risk concerns
    Total Filtration2.5mm AL. eq. at 100kVF1600, F2400, F2800, F3200: 3.3mm AL.Eq@75kV F4000, F5000: 3mm AL.Eq@75kVSimilar or better (higher filtration reduces patient dose).Difference Discussion: Reduces patient radiation dose
    CollimatorComplete with 30 sec. timer and cross indication lineComplete with 30 sec. timer and cross indication lineYes
    Performance Standard21CFR 1020.3021CFR 1020.30Yes
    Electrical SafetyIEC 60601-1; IEC 60601-1-3; IEC 60601-2-28; IEC 60601-1-2; IEC 60601-2-7; IEC 60601-2-54IEC 60601-1; IEC 60601-1-3; IEC 60601-2-28; IEC 60601-1-2; IEC 60601-2-54 (Note: IEC 60601-2-7 replaced by IEC 60601-1 3rd Ed.)Yes (Updated standard compliance)Difference Discussion: IEC 60601-2-7 withdrawn and replaced
    X-ray RadiographyConventional X-ray film or digital imaging detectorConventional X-ray film or digital imaging detectorYes

    Study Details:

    This submission relies on non-clinical testing to demonstrate substantial equivalence, not a clinical study to prove device performance against specific clinical acceptance criteria or human reader improvement.

    1. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)

      • No clinical test set of images/patients is described. The "test set" for this type of submission refers to the physical device and its components undergoing engineering and safety testing.
      • Provenance: The device manufacturer (ECOTRON Co., Ltd.) is located in Seoul, Korea. The testing labs are mentioned as "3rd party testing lab A" and "In-house Test Report A." No further details on geographic location or specific data provenance for the non-clinical tests are provided.
      • Retrospective/Prospective: Not applicable to the non-clinical testing described.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience)

      • Not applicable. As this is a non-clinical performance and safety assessment for substantial equivalence, clinical ground truth established by medical experts for image interpretation is not part of this specific submission. The "ground truth" for the non-clinical tests would be the established engineering and safety standards.
    3. Adjudication method (e.g. 2+1, 3+1, none) for the test set

      • Not applicable. No clinical test set or subjective assessment requiring adjudication is mentioned.
    4. 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 MRMC or comparative effectiveness study was performed or cited. This device is a basic X-ray system, not an AI-powered diagnostic tool.
    5. If a standalone (i.e. algorithm only without human-in-the loop performance) was done

      • Not applicable. This is an X-ray hardware system, not an algorithm.
    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc)

      • For the non-clinical testing, the "ground truth" is defined by recognized international and FDA standards such as IEC 60601-1, IEC 60601-1-2, IEC 60601-1-3, IEC 60601-2-54, IEC 60601-2-28, FDA EPRC Performance Standard 21 CFR 1020.30 and 31, and ISO 14971 (Risk Management).
    7. The sample size for the training set

      • Not applicable. This device does not use a training set as it is not an AI/ML device.
    8. How the ground truth for the training set was established

      • Not applicable.
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