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510(k) Data Aggregation

    K Number
    K020365
    Date Cleared
    2002-05-03

    (88 days)

    Product Code
    Regulation Number
    870.4200
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Product Code :

    KRI

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

    The 3T Myocardial Needle Temperature Probes are indicated for use in the routine monitoring of temperature during open-heart surgery and is intended for insertion into the myocardium.

    Device Description

    Not Found

    AI/ML Overview

    This document does not contain information about acceptance criteria, device performance, a study, or details about AI/ML models. It is a 510(k) clearance letter for a medical device (3T Disposable Myocardial Needle Temperature Probe) that indicates the device is substantially equivalent to legally marketed predicate devices and outlines the indications for use. Therefore, I cannot populate the requested table and information.

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    K Number
    K992635
    Date Cleared
    1999-12-20

    (136 days)

    Product Code
    Regulation Number
    870.4200
    Reference & Predicate Devices
    Why did this record match?
    Product Code :

    KRI

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

    The Stöckert S3 heart lung machine and the SC heart lung system are integrated heart lung machines for cardiopulmonary bypass. The Interface Module IDDD provides serial data output from the Stöckert S3 and SC Heart Lung Machines for recording on an external PC or other recording devices. Serial output information from external devices like blood gas analyzers or patient monitors can also be input to the Interface Module IDDD to be passed through to the serial output. The output protocol provides a complete overview of all relevant data obtained from the heart lung machine as well as from external devices. The serial output data are intended for procedure documentation, and are not intended for making clinical decisions for diagnosis.

    Device Description

    The Stöckert Interface Module IDDD is an addition to the Stöckert S3 heart lung machine (K950990) and the SC heart lung system (K982014), which were both previously cleared for marketing. The Interface Module IDDD provides serial data output from the Stöckert S3 and SC Heart Lung Machines for recording data on an external PC or other recording devices. Serial output information from external devices like blood gas analyzers or patient monitors can also be input to the Interface Module IDDD to be passed through to the serial output. The Interface Module IDDD is installed into the Electronics and Power Supply Pack (E/P) of the S3 or the Sensor Module Rack of the SC. A CAN bus system manages the data transfer.

    AI/ML Overview

    The provided text describes the Stöckert Instrumente Interface Module IDDD, an accessory to cardiopulmonary bypass heart-lung machines. The document focuses on its substantial equivalence to predicate devices and testing performed to ensure its safety and functionality.

    Here's an analysis of the acceptance criteria and study information contained in the document:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance CriteriaReported Device Performance
    Electrical Safety (IEC 60601-1)Performed using both SC and S3 Systems with IDDD installed.
    Functional Safety (IEC 60601-1)Performed using both SC and S3 Systems with IDDD installed.
    Electromagnetic Compatibility (Emissions and Immunity)Conducted on the STÖCKERT S3 Perfusion System with all components and accessories, including IDDD, during operation in no-load and full-load states.
    EMI/EMC Pass Criteria:
    No pump stopsMet
    No pump runawayMet
    No sensor alarmsMet
    Stable displayed valuesMet
    Correctly functioning IDDD after testingMet
    Impact on SC and S3 heart-lung system functions (safety critical pump functions)Tested to show correct functioning with the IDDD Module in place.
    CAN message acceptance (Code Inspection of CAN receivers)Code inspection showed that CAN messages from the IDDD are only accepted by the CDM (set messages) and by IDDD modules themselves (data messages). IDDD messages are not accepted by other CAN receivers.

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

    The document does not explicitly state a "sample size" in the conventional sense for a test set of data. Instead, the testing involved:

    • Physical Devices: Stöckert S3 System, SC heart-lung system, and an Interface Module IDDD installed in each.
    • Operating Conditions: No-load and full-load states for EMI/EMC testing, with pump heads running at 100 RPM.

    The data provenance is not specified, but given the manufacturer (Stöckert Instrumente GmbH, Munich, Germany) and the testing descriptions, it can be inferred that the testing was conducted prospectively by the manufacturer. No information regarding country of origin of "data" is provided, as the "data" being evaluated is the device's operational performance, not clinical or diagnostic data.

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

    This information is not provided in the document. The testing described is primarily engineering and safety testing, not diagnostic performance evaluation requiring expert consensus on ground truth.

    4. Adjudication Method for the Test Set

    This information is not applicable and therefore not provided in the document. Adjudication methods are typically used in clinical studies where disagreement among experts needs resolution to establish ground truth for classification or diagnostic tasks. The described tests are objective pass/fail criteria based on device functionality and safety standards.

    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

    No, an MRMC comparative effectiveness study was not done. This type of study is relevant for AI-powered diagnostic or interpretive devices that assist human readers. The Interface Module IDDD is an accessory for data output and documentation, not an interpretive or diagnostic AI tool.

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

    Yes, in essence, standalone testing was performed. The described electrical safety, functional safety, and EMI/EMC tests evaluate the device's performance independently of human interaction beyond setting up and operating the system for the test. The "algorithm" here refers to the device's internal logic for data transfer and processing. The tests establish that the device operates correctly on its own and does not interfere with the primary heart-lung machine functions.

    7. The Type of Ground Truth Used

    The "ground truth" used for this device's evaluation is primarily engineering specifications, safety standards (IEC 60601-1), and functional requirements. For example:

    • Electrical Safety: Compliance with IEC 60601-1.
    • Functional Safety: Correct operation of safety-critical pump functions.
    • EMI/EMC: No pump stops, no pump runaway, no sensor alarms, stable displayed values, and correctly functioning IDDD.
    • CAN Message Acceptance: Only specified messages are accepted by respective modules.

    These are objective, measurable outcomes directly related to the device's design and intended function, rather than subjective interpretations like pathology results or expert consensus on a diagnosis.

    8. The Sample Size for the Training Set

    This information is not applicable and therefore not provided. The Interface Module IDDD is a hardware accessory for data transfer, not an AI or machine learning model that requires a "training set" of data.

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

    This information is not applicable and therefore not provided, as there is no training set for this type of device.

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    K Number
    K990512
    Date Cleared
    1999-11-23

    (278 days)

    Product Code
    Regulation Number
    870.4200
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Product Code :

    KRI

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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