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510(k) Data Aggregation

    K Number
    K112114
    Date Cleared
    2012-01-13

    (172 days)

    Product Code
    Regulation Number
    868.5160
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    MAQUET FLOW-I C20, MAQUET FLOW-I C30, MAQUET FLOW-I C40

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

    The indication for FLOW-i Anaesthesia System is administering inhalation Anaesthesia while controlling the entire ventilation of patients with no ability to breathe, as well as in supporting patients with a limited ability to breathe. The system is intended for use on neonatal to adult patient populations. The system is intended for use in hospital environments, except MRI environment, by healthcare professionals trained in inhalation Anaesthesia administration.

    Device Description

    FLOW-i (K102182 SE5/9/2011) is a high-performance Anaesthesia system designed to meet the many ventilatory challenges within Anaesthesia, as well as to provide inhalation Anaesthesia. It is intended to serve a wide range of patients from neonatal to adult.

    FLOW-i is a software-controlled semi-closed system for inhalation Anaesthesia (Sevoflurane, Desflurane, Isoflurane and/or nitrous oxide).

    The most important performance features of the FLOW-i Anaesthesia system are:

    • o a ventilator whose functionality is based on ICU-ventilator technology,
    • o the volume reflector technology,
    • o the electronically controlled injector vaporizers and
    • o the ergonomic design.

    The proposed modification (K112114) includes two additional ventilation modes and a backup function:

    • o PRVC, Pressure Regulated Volume Control
    • O SIMV (VC and PC), Synchronized Intermittent Mandatory Ventilation
    • o Pressure Support with Backup

    In addition to the new ventilation modes the proposed modification includes a number of minor changes.

    PRVC is a controlled mode of ventilation which combines the advantages of volume controlled and pressure controlled ventilation. FLOW-i assures that the preset tidal volume is delivered at the lowest possible pressure in order to protect the lungs. The flow during inspiration is decelerating and patient can trigger extra breaths.

    SIMV is designed to improve synchronization of breaths which can decrease patient's tendency to fight against the Anaesthesia ventilator.

    Backup functionality has been added to Pressure Support to add safety for the patient and improve the work flow for the users by minimizing apnea alarms.

    AI/ML Overview

    The provided text describes modifications to the MAQUET FLOW-i Anaesthesia System (K112114) and claims substantial equivalence to a previously cleared version of the FLOW-i (K102182) and the GE Datex-Ohmeda, Aisys Anaesthesia System (K090233). Rather than outlining specific acceptance criteria and a detailed study proving performance against them, the document focuses on demonstrating that the updated device performs within its specifications and applied performance standards through various non-clinical tests.

    Here's a breakdown of the requested information based on the provided text, highlighting what is available and what is not:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not explicitly present a table of acceptance criteria with corresponding performance metrics. Instead, it lists areas where performance testing was conducted to ensure the device performs "within its specifications and within the limits of the applied performance standards."

    Acceptance Criteria (Implied)Reported Device Performance
    Technical data specificationsPerforms within specifications
    Measurement rangesPerforms within specified ranges
    Measurement accuracyAccuracy verified
    Delivery accuracyAccuracy verified
    ConstructionVerified
    FeaturesVerified
    InterfacesVerified
    HandlingVerified
    Critical situationsVerified
    InterventionsVerified
    Electrical safetyCovered in evaluation
    Mechanical safetyCovered in evaluation
    Electromagnetic CompatibilityCovered in evaluation
    Software ValidationCovered in evaluation
    UsabilityCovered in evaluation
    TightnessCovered in evaluation
    Verification of AlarmsCovered in evaluation
    PackagingCovered in evaluation
    Verification of Operating DataCovered in evaluation
    BiocompatibilityCovered in evaluation
    Vaporizer filling systemCovered in evaluation
    New Ventilation Modes (PRVC, SIMV)Functionality equivalent to predicate device (Aisys)
    Backup Functionality (Pressure Support)Assessed for safety and workflow improvement

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

    The document does not specify a "test set" in terms of a patient cohort or a dataset with a defined sample size for clinical evaluation. The testing described is non-clinical, focusing on device performance characteristics. Therefore, information on data provenance (country of origin, retrospective/prospective) is not applicable or provided.

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

    This information is not applicable as the study described is a non-clinical device performance and verification study, not a clinical study involving expert assessment of medical data.

    4. Adjudication Method for the Test Set

    This is not applicable for the same reasons as point 3.

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

    No MRMC comparative effectiveness study is mentioned. The study is a non-clinical verification and validation of device performance against specifications and standards, not a comparison of human reader performance with or without AI assistance.

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

    The device is an anaesthesia system, which is inherently a human-in-the-loop system controlled by healthcare professionals. The concept of "standalone algorithm performance" as typically applied to AI/ML software is not relevant here. The performance testing focuses on the system's ability to deliver ventilation and anaesthesia as specified.

    7. The Type of Ground Truth Used

    For the non-clinical performance and verification testing, the "ground truth" would be established by the engineering and design specifications for the device, and compliance with recognized standards (e.g., electrical safety, EMC). It relies on objective measurements against these predefined acceptable ranges and behaviors. There is no mention of expert consensus, pathology, or outcomes data being used as ground truth for this type of non-clinical evaluation.

    8. The Sample Size for the Training Set

    No training set is mentioned as this device is not an AI/ML algorithm that undergoes a "training" phase. The system is software-controlled, but the "validation" described is for the software's functionality and performance against design requirements, not statistical learning from a dataset.

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

    Not applicable, as no training set is mentioned.

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