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510(k) Data Aggregation

    Why did this record match?
    Reference Devices :

    K081678

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

    The Beamer AVEO™ Electrosurgical Generator System with Accessories is intended to deliver electrosurgical current and Argon gas for the cutting, coagulation and argon beam assisted coagulation of tissue. The Beamer AVEO™ System is used in conjunction with compatible applicators or probes.

    Device Description

    The Beamer AVEO™ Electrosurgical Generator and Argon Module (aka Beamer AVEO System / Beamer AVEO Electrosurgical System) is an electrosurgical generator that is used in surgical procedures and uses High-Frequency (HF) current through an accessory electrode for cutting and coagulation at the operative site. It is also intended to be used for enhanced control of bleeding by the delivery of HF electrosurgical current in combination with Argon gas through a compatible accessory. The Beamer AVEO System can be used for all patient types, conditions where electrosurgery is relevant, on all parts of human body.

    The Beamer AVEO System is comprised of an Electrosurgical Generator (AVEO-ESU), Argon Module control (AVEO-ABC), Beamer AVEO cart and accessories (wired foot pedal, pressure reducer). A Graphical User Interface (GUI) and associated footswitches are provided for user interaction. Monopolar instruments, bipolar instruments, Argon probes, and a footswitch are connected to the AVEO system.

    AI/ML Overview

    The provided text is a 510(k) summary for a medical device (Beamer AVEO Electrosurgical Generator and Argon Module). It describes the device, its intended use, and its substantial equivalence to predicate devices, supported by performance testing. However, it does NOT contain the specific details required to answer your questions about acceptance criteria, study methodologies (like sample size, number of experts, adjudication methods, MRMC studies), ground truth establishment, or training set details for an AI/machine learning device.

    This document is for an electrosurgical generator, which is a hardware device, not an AI/ML-driven diagnostic or assistive technology that would typically have the kind of "acceptance criteria" and "study" details you're asking about (e.g., related to accuracy, sensitivity, specificity, or reader performance improvement with AI). The performance testing mentioned ("Thermal Effects on Tissue testing") is a standard engineering and safety performance test for hardware devices, not a clinical study to validate an AI model's diagnostic accuracy.

    Therefore, I cannot provide the requested information from the given text. The text does not describe an AI/ML device or a study with the characteristics you outlined.

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