Search Filters

Search Results

Found 1 results

510(k) Data Aggregation

    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The KDR™ AU-DDR System Advanced U-Arm with Dynamic Digital Radiography and KDR™ AU System Advanced U-Arm with Static Digital Radiography is indicated for use by qualified/trained doctor or technician on both adult and pediatric subjects for taking diagnostic static and serial radiographic exposures of the skull, spinal column, chest, abdomen, extremities, and other body parts. Applications can be performed with the patient sitting, standing, or lying in the prone or supine position (not for mammography).

    Device Description

    The proposed System is a digital radiography diagnostic system that has the capability of obtaining two modes (static mode and dynamic modes) of radiographic exposures of the skull, spinal column, chest, abdomen, extremities, and other body parts. Images may be obtained with the patient sitting, standing, or lying in the prone or supine position. It is not intended for mammographic use. The system is configurable in two options. Both are exactly the same with the exception of the option to select one of two flat panel detectors. One configuration, referred to as KDR™ AU-DDR System Advanced U-Arm with Dynamic Digital Radiography contains a HD/FNB flat panel and the other configuration, referred to as KDR™ AU System Advanced U-Arm with Static Digital Radiography a HQ/KDR panel. The technological feature of each flat panel detector is described below.

    The proposed system is a compact, floor and wall mounted radiographic system with proprietary ULTRA software and DICOM 3 connectivity.

    The system consists of a combination of several components. The System's hardware consists of the 3 kev components:

    1. A floor and wall-mounted Positioner (also referred to as a stand)
    2. A generator
    3. An off-the-shelf computer with proprietary software (also referred to as an acquisition workstation)

    The positioner has a swivel arm that has several rotating and linear movements, and movement controls including an information screen. Mounted on the positioner are:
    a) A collimator,
    b) An X-ray tube
    c) An Automatic Exposure Control (AEC)
    d) A flat panel detector (There are 2 configurations available for the end user to select. The KDR™ AU-DDR System Advanced U-Arm with Dynamic Digital Radiography contains a HD/FNB flat panel detector capable of obtaining both static and dynamic images and the KDR™ AU System Advanced U-Arm with Static Digital Radiography, which contains the HQ/KDR flat panel detector capable of obtaining static images only.

    Hardware accessories include:

    1. A mobile patient table
    2. Stitching stand
    3. Weight bearing stand

    Optional Hardware accessories include:

    1. Motorized height adjustable table
    2. 3 knob collimator
    3. Dose area product meter
    4. Advanced weight bearing stand

    The proposed system has a proprietary ULTRA software as the central interface of the system. The software for the proposed system enables users to acquire static and dynamic images.

    There are two modes within the software package of the proposed system, "static mode," which may be used to generate, a single frame of radiographic images captured at a single time and "dynamic mode" (or "Dynamic Digital Radiography," abbreviated "DDR,") which generates multiple frames in a single series, presenting the physician with a diagnostic view of dynamic density and anatomic motion without using fluoroscopy or cine. The number of images acquired with the proposed system are limited to 300 compared with flouroscopy or cine, which do not limit the number of images (Note: only the configuration with the HD/FNB flat panel detector is capable of obtaining both static and dynamic images. The other configuration may only obtain static images).

    The system is also capable of quickly assuming a preprogrammed position when a new exam is selected, saving time when positioning the equipment. This is referred to as "auto positioning," and made possible by the positioner and image processing software working together.

    AI/ML Overview

    The provided document is a 510(k) summary for the Konica Minolta Healthcare Americas KDR™ AU-DDR System Advanced U-Arm with Dynamic Digital Radiography and KDR™ AU System Advanced U-Arm with Static Digital Radiography.

    This document describes the device and its substantial equivalence to predicate devices, focusing on regulatory compliance and technical specifications rather than specific clinical performance data for AI/software components. The primary performance data discussed refers to compliance with safety and performance standards for X-ray systems, not an AI-driven diagnostic or assistive feature.

    Therefore, many of the requested points regarding acceptance criteria and study details (like sample size for test/training sets, expert ground truth, adjudication methods, MRMC studies, or standalone performance for an AI component) are not present in this document. The document primarily addresses the safety and effectiveness of the X-ray system hardware and its software for image acquisition, not an AI-based diagnostic tool.

    Based on the provided text, here's what can be extracted:


    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not provide a table of acceptance criteria with specific performance metrics for an AI component. Instead, it refers to compliance with various electrical, safety, and imaging standards for the overall X-ray system.

    Acceptance Criteria (Compliance with Standards)Reported Device Performance
    IEC 60601-1 version 3.1 (General requirements for basic safety and essential performance)The System complies with the requirements.
    IEC 60601-1-2, 4th edition (Electromagnetic compatibility)The System complies with the requirements. Surrounding equipment also follows the standard. Electrical testing performed by TUV Rheinland of North America and certified as complying with each standard tested.
    IEC 60601-1-3 rev 2.1 (Radiation protection in diagnostic X-ray equipment)The System complies with the requirements.
    21 CFR Part 1020:30 and 21 CFR Part 1020:31 (Standards for ionizing radiation emitting products)The system was tested against and complies with these standards.
    IEC 60601-2-54, 1.2 edition (Particular requirements for basic safety and essential performance of X-ray equipment for radiography and radioscopy)The System complies with the requirements.
    DICOM standardThe system was also tested and complies with the DICOM standard.
    User Requirement Software Specifications, Device Requirements for Performance, Packaging, Design Requirements, Human/Ergonomic Factors, Interfacing with other devices and Compatibility with the environment of the intended useThe system successfully passed all verification and validation testing, functioning as intended and expected.

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

    • Not explicitly stated in the provided document. The document discusses compliance with technical standards for an X-ray system, not the performance of an AI algorithm on a specific medical image dataset.

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

    • Not applicable / not stated. This document focuses on the technical and safety performance of an X-ray imaging system, not on a machine learning model requiring expert-annotated ground truth for diagnostic accuracy.

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

    • Not applicable / not stated. The context of this document does not involve diagnostic interpretations requiring adjudication.

    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 done / not stated. The device described is an X-ray acquisition system; it does not present itself as an AI-assistive diagnostic tool for human readers in the context of this 510(k) summary.

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

    • Not applicable / not stated. The device is an X-ray system, which includes software for image acquisition ("proprietary ULTRA software"), but the document does not describe a standalone AI algorithm for diagnostic interpretation.

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

    • Not applicable / not stated. Ground truth, in the context of diagnostic AI models, is not relevant to the compliance testing of an X-ray imaging system described here.

    8. The sample size for the training set:

    • Not applicable / not stated. The document describes an X-ray system, and there's no mention of a machine learning component requiring a training set in this context.

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

    • Not applicable / not stated. As no training set is mentioned for an AI algorithm, ground truth establishment is not relevant to the information provided.
    Ask a Question

    Ask a specific question about this device

    Page 1 of 1