Search Filters

Search Results

Found 2 results

510(k) Data Aggregation

    K Number
    K111434
    Manufacturer
    Date Cleared
    2011-10-27

    (157 days)

    Product Code
    Regulation Number
    892.1715
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    GIOTTO IMAGE 3D, GIOTTO IMAGE 3D-L

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

    The intended use of the Giotto Image 3D is to produce digital images suitable for screening and diagnostic examination of the breast for detection of breast cancer.

    The intended use of the Giotto Image 3D-L is to produce digital images suitable for screening and diagnostic examination of the breast for detection of breast cancer.

    Device Description

    GIOTTO IMAGE-3DL Full field digital mammography unit with amorphous Selenium detector 24x30.

    Versatile unit conceived for screening, but ideal for diagnostic. Very low x-ray dose emission, automatic and fast 3D movements of the circular arm, isocentric rotation, prearranged for stereotactic biopsy. x-ray tube with W/Re double track bi-angular anode 10°/16°, 0.1/0.3 mm focal spot, High Frequency/High Power 8 kW generator, Ag/Rh filters with automatic and manual insertion. Double digital display showing rotation and tilting angles of the circular gantry, compression force and compressed thickness.

    The system includes:

    • Giotto IMAGE mammography unit with motorized tube rotation ± 24° for . stereotactic biopsy.
    • Amorphous Selenium detector 24 x 30 cm .
    • MAW (Management & Acquisition Workstation) ) with 21" LCD 2Mpixel . monitor, dedicated computer for images acquisition/processing. DVD/CD professional burner.
    • Raffaello® (AWS) software: Graphic User Interface for visualization and . processing of digital mammographic images. DICOM 3 interface.

    The Giotto Image 3DL consists of gantry with a vertical column, a circular support for the x-ray tube, and compression mechanism, and an x-ray generator all of whip are very similar to the Giotto Image analog mammography system previously cleared under 510(k) K012953. It incorporates an 24 X 30 amorphous selenium detector that directly captures x-rays and converts the them into electronic signal from which the images are constructed. The images are displayed on am monitor for review by the operator.

    The x-ray tube used is a Varian with tungsten anode and Ag/Rh filters. The gantry can be positioned automatically via motorized movement in 3 dimensions.

    Images are produced with proprietary acquisition and processing algorithms and displayed at an operator acquisition where the operator may enter patient data (o it is received from a DICOM worklist). The images are transmitted from the acquis (ion station to a workstation for interpretation.

    AI/ML Overview

    Here's an analysis of the provided information, focusing on the acceptance criteria and the study that proves the device meets them:

    Acceptance Criteria and Device Performance Study for Giotto Image 3D/3D-L

    Based on the provided 510(k) summary, the Giotto Image 3D and 3D-L devices were cleared based on a demonstration of substantial equivalence to predicate devices rather than meeting specific performance metrics with predefined acceptance criteria in a clinical study. The "study" described is a radiological examination of images to establish substantial equivalence in image quality, not a clinical trial with predefined performance endpoints.

    1. Table of Acceptance Criteria and Reported Device Performance

    Note: The provided document does not explicitly state quantitative "acceptance criteria" (e.g., sensitivity, specificity, AUC) or corresponding "reported device performance" values in the way a clinical trial typically would. Instead, the "acceptance criterion" was effectively the opinion of expert radiologists that the image quality was "sufficiently acceptable for mammographic usage to allow determination of substantial equivalence" to previously cleared devices.

    Acceptance Criteria (Implicit)Reported Device Performance
    Perceived image quality by expert radiologists is "sufficiently acceptable for mammographic usage to allow determination of substantial equivalence" to a predicate mammography device (Giotto Image analog [K012953] and GE Senographe Essential [P990066]).Expert radiologists assessed images from 6 patients and provided an opinion that the images were "of sufficiently acceptable quality for mammographic usage to allow determination of substantial equivalence" to a previously approved/cleared mammography device. The FDA concurred with the finding of substantial equivalence.
    Compliance with specified medical device safety standards (IEC 60601-1 series, IEC 60601-2-32, IEC 60601-2-45, IEC 62304, ISO 14971).The devices have been evaluated for electrical, electromagnetic, radiation, and mechanical safety and "have been found to conform" to these standards.

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

    • Sample Size: 6 patients.
    • Data Provenance: Images and associated information from screening and diagnostic examinations. The images were selected by IMS and Giotto USA, LLC staff and radiologists at various mammography facilities in Europe. This indicates the data is retrospective and of European origin.

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

    • Number of Experts: Unspecified, but referred to as "Expert radiologists." The plural suggests more than one.
    • Qualifications: "Expert radiologists." No further specific qualifications (e.g., years of experience, subspecialty certification) are provided in the document.

    4. Adjudication Method for the Test Set

    • Adjudication Method: Not explicitly stated as a formal adjudication process (e.g., 2+1, 3+1). The text states, "Expert radiologists assessed the image sets and provided an opinion as to whether or not the images in each case are of 'sufficiently acceptable quality for mammographic usage to allow determination of substantial equivalence'." This suggests a consensus-based opinion or potentially independent assessments without further adjudication specified in this summary.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done

    • No, an MRMC comparative effectiveness study was not done. The document explicitly states, "No clinical tests were performed." The assessment focused on the quality of images rather than reader performance with and without AI assistance.

    6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done

    • Not applicable / No. The device is a full-field digital mammography unit, not an AI algorithm intended for standalone interpretation. The assessment was of the image output from the device, which is then interpreted by human radiologists.

    7. The Type of Ground Truth Used

    • The "ground truth" for the patients used in the image examination was their BI-RADS® Assessment Categories (1 or 2). This indicates that the patients had benign findings or were considered normal. The purpose was to assess image quality for typical examinations, not to diagnose difficult cases.

    8. The Sample Size for the Training Set

    • The document does not mention a training set in the context of an AI/algorithm being developed or trained. This device is a digital mammography unit, not primarily an AI diagnostic tool. Its acquisition and processing algorithms are proprietary, but the submission pertains to the hardware and its image output, evaluated by human experts.

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

    • Not applicable. As no training set for an AI algorithm is mentioned, this information is not provided.
    Ask a Question

    Ask a specific question about this device

    K Number
    K012953
    Device Name
    GIOTTO IMAGE
    Manufacturer
    Date Cleared
    2001-11-30

    (87 days)

    Product Code
    Regulation Number
    892.1710
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    GIOTTO IMAGE

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

    The Giotto Image X-ray Mammographic System is intended to provide filmscreen X-ray imaging of the breast that can be imaged on a 18 x 24cm or 24 x 30cm film. With optional accessories the Giotto Image can also be used as the imaging device for stereotactic needle biopsy.

    Device Description

    The Giotto Image is a conventional film-screen x-ray mammographic device. This device is designed to generate a high resolution image of the breast on film using an x-ray source designed specifically for mammography. It incorporates a state-of-the-art microprocessor controlled high frequency single phase x-ray generator and automatic exposure control, molybdenum rotating anode x-ray tube with 0.3 and 0.1 mm focal spots, gantry, compression device and film holder. The unique open design of the Giotto Image allows positioning of the patient with the operator facing the patient. This face-to-face positioning allows the operator to carefully center the breast and compress it quickly and efficiently. Optional accessories allow both prone and seated breast needle biopsy.

    AI/ML Overview

    Here's an analysis of the acceptance criteria and the study information based on the provided text:

    Key Takeaways:

    • This 510(k) summary is for a conventional film-screen X-ray mammographic device, not an AI-powered system.
    • The primary method for demonstrating equivalence is by showing the device meets or exceeds existing regulatory and accreditation standards for mammography equipment and that its performance is substantially equivalent to a predicate device (Giotto HT).
    • The text does not describe a study involving an AI algorithm or human readers interpreting images with or without AI assistance. Therefore, most of the requested AI-related information (MRMC study, standalone AI performance, training set details) is not applicable or cannot be extracted from this document.

    Acceptance Criteria and Reported Device Performance

    Acceptance Criteria CategoryAcceptance Criteria (What the device must meet)Reported Device Performance (How the device performs)
    Overall Performance & StandardsMeet or exceed all requirements set forth by the ACR (American College of Radiology) accreditation program, which is adopted by the FDA's MQSA program."The Giotto Image has been designed to meet or exceed all the ACR requirements." (Implies it does perform at this level, though specific numbers aren't provided).
    Image ResolutionACR requirements for image resolution."The Giotto Image has been designed to meet or exceed all the ACR requirements."
    Contrast ResolutionACR requirements for contrast resolution."The Giotto Image has been designed to meet or exceed all the ACR requirements."
    DoseACR requirements for patient dose."The Giotto Image has been designed to meet or exceed all the ACR requirements."
    kV AccuracyACR requirements for kV accuracy."The Giotto Image has been designed to meet or exceed all the ACR requirements."
    FunctionalityGenerate high-resolution images of the breast on film using an x-ray source."The Giotto Image is a conventional film-screen x-ray mammographic device. This device is designed to generate a high resolution image of the breast on film..."
    Technological CharacteristicsSubstantially compare in materials, technology, and functional methodology to the predicate device (Giotto HT)."The characteristics of the Giotto Image system compare substantially with the Giotto HT, in both materials used, technology applied, and functional methodology."
    Safety and Effectiveness ImpactDifferences from predicate device do not affect safety and effectiveness, intended use, or application methods."Differences of note do not affect safety and effectiveness of the device, intended use, or application methods."
    Patient Contact MaterialsComponents in direct contact with the patient are of the same materials as the predicate device."The components of the Giotto Image that come in direct contact with the patient... are of the same materials as the Giotto HT predicate device."

    Study Information (Based on provided text)

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

      • The document does not describe a specific "test set" in the context of an algorithm or human reader study. It refers to meeting ACR accreditation standards for mammography equipment. These standards generally involve phantom imaging and calibration tests, not a clinical study with a patient dataset.
      • No data provenance (country of origin, retrospective/prospective) is mentioned, as a clinical study with a patient test set isn't detailed.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

      • Not applicable. No ground truth for an image-reading test set is described. The "ground truth" here is adherence to engineering and performance specifications defined by the ACR.
    3. Adjudication method (e.g., 2+1, 3+1, none) for the test set:

      • Not applicable. No test set requiring expert adjudication is described.
    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. This is a conventional X-ray mammography device, not an AI-powered system designed to assist human readers. Therefore, an MRMC study comparing human readers with and without AI assistance was not performed (and is not mentioned).
    5. If a standalone (i.e., algorithm only without human-in-the-loop performance) was done:

      • No. This is a hardware device for image acquisition, not an AI algorithm.
    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc.):

      • The ground truth in this context is the adherence of the device's physical and performance characteristics (image resolution, contrast, dose, kV accuracy, etc.) to established industry and regulatory standards (ACR requirements adopted by MQSA) for mammography equipment. This is assessed through physical measurements and phantom tests, not clinical outcomes or expert consensus on patient images.
    7. The sample size for the training set:

      • Not applicable. This document describes a physical imaging device, not an AI algorithm that requires a training set.
    8. How the ground truth for the training set was established:

      • Not applicable. No training set is described.
    Ask a Question

    Ask a specific question about this device

    Page 1 of 1