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510(k) Data Aggregation

    K Number
    K093422
    Manufacturer
    Date Cleared
    2010-04-29

    (177 days)

    Product Code
    Regulation Number
    870.2300
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    VITAL SYNC MODEL 5000 SERIES

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

    The Vital Sync™ System is intended for display and recording of multiple physiological parameters of adult, pediatric and neonatal patients. It is not intended for alarm notification, nor is it intended to control any of the independent bedside devices it is connected to.

    Device Description

    The Vital Sync™ System is a bedside data management system that receives historic digital data produced by primary external devices through device specific cables, accepts manual data entry, and displays and stores this information for review and archiving by healthcare professionals.

    AI/ML Overview

    Acceptance Criteria and Device Performance for the SOMANETICS VITAL SYNC SYSTEM

    1. Table of Acceptance Criteria and Reported Device Performance

    The provided 510(k) summary for the Vital Sync™ System indicates that a comparative study with specific acceptance criteria and performance metrics was not performed in terms of human reader studies or algorithm performance. Instead, the substantial equivalence was demonstrated through bench testing and verification and validation activities.

    Acceptance Criteria CategoryAcceptance CriteriaReported Device Performance
    Performance, Reliability, and Functionality Bench TestingPass/fail criteria established based on the published specifications of both the predicate device (CentraView, ICU DataSystems, K033283) and the current Vital Sync™ System.Bench testing and verification and validation activities were performed. Testing modes included error handling, system faults, power cycling, consistency, recall, user interface, performance, and maintenance procedures.
    Automated Data CaptureCompatibility and secure data transfer from supported external devices to the Vital Sync™ System, ensuring accurate acquisition and recording of physiological parameters.Features tested for automated data capture demonstrated proper function. Additionally, the communication interface for each of the supported devices was stress-tested to ensure safety and compatibility with the Vital Sync™ System.
    Manual Data EntryAccurate manual input and storage of physiological data.Features tested for manual data entry demonstrated proper function.
    Data Formatting and Report GenerationProper display, formatting, and generation of reports for review and archiving by healthcare professionals.Features tested for data formatting and report generation demonstrated proper function.
    TrendingAccurate representation and storage of trending data for physiological parameters.Features tested for trending demonstrated proper function.
    Data Backup and SecurityReliable backup mechanisms and secure handling of patient data.Features tested for data backup and security demonstrated proper function.
    Supported Device Communication InterfaceSafety and compatibility of the communication interface for each supported device with the Vital Sync™ System under stress conditions. This implies no data corruption or system instability.The communication interface for each of the supported devices was stress-tested to ensure safety and compatibility with the Vital Sync™ System. The results supported substantial equivalence.

    Conclusion from Testing: The results demonstrate substantial equivalence with the predicate device. The device and its revised indications for use are substantially equivalent to the predicate device and do not raise new questions of safety and effectiveness.

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

    The provided document does not mention a clinical test set sample size or data provenance (e.g., country of origin, retrospective/prospective). The submission explicitly states: "Clinical testing was not required to establish substantial equivalence." The evaluation was based entirely on bench testing and verification and validation activities.

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

    No experts were used to establish ground truth for a clinical test set because, as stated, "Clinical testing was not required." The "ground truth" for the bench testing was based on the "published specifications of both the predicate and the current device."

    4. Adjudication Method for the Test Set

    No adjudication method was used for a clinical test set, as no clinical testing was performed.

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

    No Multi-Reader Multi-Case (MRMC) comparative effectiveness study was done. The submission focuses on the system's ability to display and record physiological parameters, not on interpretation or diagnostic effectiveness involving human readers.

    6. Standalone (Algorithm Only) Performance Study

    No standalone (algorithm-only) performance study was performed in the context of diagnostic accuracy or interpretation. The device's function is to receive, display, and store data. The "performance data" refers to the system's functionality, reliability, and compatibility with external devices, which was evaluated through bench testing.

    7. Type of Ground Truth Used

    The "ground truth" for the verification and validation activities was primarily based on the published specifications of both the predicate device and the Vital Sync™ System itself. This means the system's output (e.g., received data, display accuracy, storage integrity) was compared against the expected behavior as defined by the technical specifications.

    8. Sample Size for the Training Set

    The document does not mention a "training set" or any machine learning/AI components where a training set would typically be used. The system's functionality was evaluated through traditional software and hardware verification and validation, not through a data-driven model training process.

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

    As no training set was utilized, the concept of establishing ground truth for a training set is not applicable to this submission.

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