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510(k) Data Aggregation

    K Number
    K181460
    Device Name
    OnePacs System
    Manufacturer
    Date Cleared
    2018-10-11

    (129 days)

    Product Code
    Regulation Number
    892.2050
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The OnePacs System is an image management system intended to provide scaleable DICOM compatible PACS solutions for hospitals and related institutions and sites, which will archive, distribute, retrieve and display images and data from all hospital modalities (such as CR, CT, DR, MR, and other devices) and information systems. This also includes the display of structured reports and mammography images that have been created according to DICOM "For Presentation", and will include standard features and other tools for analyzing mammography images.

    Lossy compressed mammographic images and digitized film screen images must not be reviewed for primary diagnosis or image interpretation. For primary diagnosis, post process DICOM "for presentation" images must be used. Mammographic images should only be viewed with a monitor approved by FDA for viewing mammographic images.

    Device Description

    The OnePacs System is an image management system intended to provide scaleable DICOM compatible PACS solutions for hospitals and related institutions and sites, which will archive, distribute, retrieve and display images and data from all hospital modalities (such as CR, CT, DR, MR, and other devices) and information systems.

    The OnePacs system is a software only product and does not include any hardware accessories or peripheral devices. It is designed to work on generic PC hardware that meets minimum system requirements.

    The OnePacs System is comprised of following main interrelated software elements/ components:

    • OnePacs Cloud (OPS)
    • OnePacs Workstation (OPW)
    • OnePacs Workstation for macOS (OPX)
    • OnePacs Webviewer (OPWEBV)
    • OnePacs Study Retriever (OPSR)
    • OnePacs Gateway (OPG)
    AI/ML Overview

    The OnePacs System is an image management system intended to provide scalable DICOM compatible PACS solutions for hospitals and related institutions.

    Here's an analysis of its acceptance criteria and the study proving it:

    1. Table of Acceptance Criteria and Reported Device Performance

    The provided document does not explicitly present a table of acceptance criteria with corresponding performance metrics. Instead, the "Technological Characteristics and Substantial Equivalence" section (pages 4-6) serves as the primary means to demonstrate the device meets its intended purpose by comparing its features and functionalities to legally marketed predicate devices. The implicit acceptance criteria are that the OnePacs System performs comparably to or better than the predicate devices across a comprehensive set of PACS functionalities and adheres to relevant standards.

    The table below summarizes the key functionalities and the OnePacs System's reported performance (implicitly, that it possesses these functionalities):

    Acceptance Criteria (Functionality/Standard Adherence)Reported Device Performance (OnePacs System)
    Image management system for various modalities (CR, CT, DR, MR)Yes, archives, distributes, retrieves, and displays images and data from all hospital modalities.
    Display of structured reportsYes
    Display of mammography images (DICOM "For Presentation")Yes, includes standard features and tools for analyzing mammography images.
    Restriction: Lossy compressed mammographic images and digitized film screen images for primary diagnosisMust not be reviewed for primary diagnosis or image interpretation.
    Restriction: Mammographic images for primary diagnosisPost-process DICOM "for presentation" images must be used.
    Restriction: Monitor for mammographic imagesShould only be viewed with an FDA-approved monitor for viewing mammographic images.
    DICOM compatibility (Query, Import, Send, Receive DICOM images)Yes
    Image PrintingYes
    Export of DICOM images to optical mediaYes
    Reporting (save, email, DICOM send, print to standard printers)Yes
    Image analysis tools (W/L, zoom, pan, stack, move, rotate, flip, delete)Yes
    Measurement and annotationYes
    Multi-monitor awarenessYes
    Image layoutYes
    Image thumbnailsYes
    Reference lines and spatial locator for tomographic imagesYes
    User annotations of imagesYes
    Synchronized stackingYes
    Probe toolYes
    ShuttersYes
    Key image markingYes
    Multiplanar Reformat (MPR)Yes
    Lossy and lossless compressionYes
    Automatic routing of imagesYes
    Image archivingYes
    Patient information and workflow management componentsYes
    Image streaming from serverYes
    Enterprise distribution of images and data via Internet or IntranetYes
    Web-delivered viewing softwareYes
    Conformity to NEMA PS 3.1 - 3.20 (2016) Digital Imaging And Communications In Medicine (Dicom) SetYes
    Conformity to IEC/ISO 10918-1, Edition 1 (1994-02-15), Information Technology - Digital Compression And Coding Of Continuous-Tone Still ImagesYes

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

    The document does not describe a "test set" in the context of an algorithmic performance evaluation. The "performance testing" referenced is primarily "comprehensive software validation" and compliance with standards. There is no mention of a specific dataset of medical images or patient cases used to test the device's diagnostic accuracy or functionality beyond standard software testing.

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

    Not applicable. As no specific test set for algorithmic performance was described, there is no mention of experts establishing ground truth for such a set.

    4. Adjudication method for the test set

    Not applicable. No test set for algorithmic performance was described.

    5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done

    No, a multi-reader multi-case (MRMC) comparative effectiveness study was not done. The document explicitly states: "The submission does not contain any data from clinical testing."

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

    The entire submission focuses on the OnePacs System as an image management system which includes software components for archiving, distributing, retrieving, and displaying images, as well as tools for analyzing them. It is not an AI or algorithm-only device designed for standalone diagnostic interpretation. Therefore, a "standalone algorithm only" performance study in the sense of an AI interpreting images was not done. The device's functionality is inherently intended to be used by a human (e.g., a radiologist).

    7. The type of ground truth used

    For the software validation and adherence to standards, the "ground truth" would be the successful execution of functions as per design specifications and compliance with DICOM and JPEG standards. There is no mention of ground truth based on expert consensus, pathology, or outcomes data for diagnostic accuracy.

    8. The sample size for the training set

    Not applicable. The OnePacs System is an image management system, not a device employing machine learning or AI that requires a "training set" of medical images for learning diagnostic patterns. Its "training" would be the software development and testing process.

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

    Not applicable, as no training set (for machine learning) is relevant to this device's description.

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