Search Filters

Search Results

Found 3 results

510(k) Data Aggregation

    K Number
    K063650
    Date Cleared
    2007-02-15

    (69 days)

    Product Code
    Regulation Number
    868.5895
    Why did this record match?
    Reference Devices :

    K970460, K984535, K001646, K021573, K053388

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

    The 840 Ventilator with Respiratory Mechanics Option is intended to provide continuous ventilation to patients requiring respiratory support. The device is intended for patients with an Ideal Body Weight (IBW) as low as 0.5 kg (with NeoMode option) to adult, and for use in a wide variety of clinical conditions.

    The 840 Ventilator with Respiratory Mechanics Options is intended for a wide range of patients ranging from neonate to adult (Vr 5-2500 mL with NeoMode) or from infant to adult (VJ-25-2500 mL).

    The 840 Ventilator with Respiratory Mechanics is intended for use in hospital and hospital-type facilities. It may be used during hospital and hospital-type facility transport provided that electrical power and compressed gas are supplied.

    Device Description

    The Respiratory Mechanics Option enables the 840 Ventilator System to implement three new respiratory maneuvers, and permits the device to calculate and display ten additional measurements for use in the assessment of mechanical pulmonary functions of the patient's airways. The Respiratory Mechanics feature is implemented on the 840 Ventilator through additional functionality in software and by use of the existing User Interface panel. No hardware or firmware changes or additions were required. The 840 Ventilator is a dual-microprocessor controlled, critical care ventilator intended to provide continuous ventilation for neonate to adult (with NeoMode Option) or infant to adult (without NeoMode Option) patients who require either invasive ventilation or non-invasive ventilation (via face mask).

    AI/ML Overview

    This 510(k) summary (K063650) describes the 840 Ventilator System with Respiratory Mechanics, but it does not contain any information regarding specific acceptance criteria, a study proving device performance against those criteria, or clinical performance data.

    The document primarily focuses on:

    • Device Description: What the device is and what new features the "Respiratory Mechanics Option" adds (three new maneuvers, ten additional measurements).
    • Intended Use: The patient population, use environment, and purpose of the device.
    • Determination of Substantial Equivalence: It asserts that the device is substantially equivalent to predicate devices based on intended use, materials, design, and technical characteristics, and that it "does not introduce new questions regarding safety or effectiveness."
    • Regulatory Compliance: It mentions that software design and development followed FDA guidance (May 29, 1998) and internal company requirements.

    Therefore, I cannot provide the requested information from the provided text. The document states that "information provided in this Special 510(k) submission provides comparative, predicate device information and describes development procedures that support the determination of substantial equivalence and assertion that the modified device is safe and effective for its intended use." However, these supporting details, including any performance studies or acceptance criteria, are not included in this summary.

    In summary, none of the requested points (1-9) can be answered from the provided text.

    Ask a Question

    Ask a specific question about this device

    K Number
    K013642
    Device Name
    AVEA
    Date Cleared
    2002-05-22

    (198 days)

    Product Code
    Regulation Number
    868.5895
    Reference & Predicate Devices
    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The AVEA is intended to provide continuous respiratory support in an institutional health care environment. It may be used on adult, pediatric, and neonatal patients. Properly trained clinical personnel, under the direction of a physician should only operate it.

    Device Description

    The AVEA is a servo-controlled, software-driven ventilator. It has a dynamic range of breathing gas delivery that provides for neonatal through adult patients. Its user interface module provides maximum flexibility with simple operator interaction. It has a flat panel color LCD with real time charting and digital monitoring capabilities, a touch screen for interaction, membrane keys and a dial for changing settings and operating parameters. It also has an internal gas delivery system with servo controlled active inhalation and exhalation functions. The AVEA may be configured as a conventional ventilator or non-invasive positive pressure ventilator (NPPV). It has been designed to function using most commonly available accessories.

    AI/ML Overview

    The provided text is a 510(k) summary for the AVEA Ventilator. It describes the device, its intended use, and states that performance testing and analysis verified the device meets its requirements and is substantially equivalent to legally marketed predicate devices. However, it does not contain the specific details required to complete your request: acceptance criteria, reported device performance metrics, and the specifics of a study proving those criteria were met.

    Therefore, I cannot provide a table of acceptance criteria and reported device performance or details about the study, as that information is not present in the provided document.

    Here's a breakdown of what can be extracted and what cannot:

    A. Information NOT present in the document:

    1. A table of acceptance criteria and the reported device performance: The document states "Performance testing and analysis will have verified that the AVEA Ventilator meets its performance requirements," but it does not list these specific requirements or the results.
    2. Sample size used for the test set and the data provenance: Not mentioned.
    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable as there's no mention of a diagnostic AI component requiring ground truth from experts. The device is a ventilator.
    4. Adjudication method: Not applicable.
    5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done: Not mentioned, and generally not applicable for a device like a ventilator.
    6. If a standalone study (i.e. algorithm only without human-in-the-loop performance) was done: Not mentioned, and not a typical study for a ventilator.
    7. The type of ground truth used: Not applicable in the context of a ventilator's performance validation.
    8. The sample size for the training set: Not applicable as no AI/algorithm training is explicitly described for a diagnostic purpose.
    9. How the ground truth for the training set was established: Not applicable.

    B. Information that can be inferred or stated from the document:

    • Study type: The document generally refers to "Performance testing and analysis" and "Validation" which are typical for medical device clearance processes to ensure the device performs as intended and is safe and effective. It's not a diagnostic AI study.
    • Purpose of the study: To demonstrate that the AVEA Ventilator meets its performance requirements and is substantially equivalent to predicate devices.
    • Predicate Devices: A list of 7 predicate ventilators from Puritan Bennett, Drager, SIEMENS, Bear Medical Systems, Bird Products Corporation, and DATEX-OHMEDA is provided.

    In summary, the provided 510(k) summary for the AVEA Ventilator does not contain the detailed study results, acceptance criteria, or methodological specifics typically found in a clinical study report for an AI/diagnostic device that would allow me to populate your request. It primarily focuses on the regulatory submission process and substantial equivalence to existing devices.

    Ask a Question

    Ask a specific question about this device

    K Number
    K984535
    Date Cleared
    1998-12-28

    (7 days)

    Product Code
    Regulation Number
    868.5895
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K970460, K902506B, K961687, K902859

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

    The 840 Ventilator System with BiLevel Option is used to provide continuous ventilation to patient's requiring respiratory support. This device is used for a wide range of patients from infant to adult and for a wide variety of clinical conditions.

    Device Description

    The 840 Ventilator System is a Class II device, "Continuous Ventilator", per 21 CFR Part 868.5895. This device is designated a Class I Type B equipment per IEC 601-1. The 840 Ventilator's gas delivery system consists of two proportional solenoid valves (PSOLs) and an active expiratory valve. Previosly cleared modes of ventilation include Assist Control (AC), Synchronized Intermittent Mandatory Ventilation (SIMV), and Spontaneous (SPONT). The 840 Ventilator System supplies mandatory or spontaneous breaths with a preset level of positive end expiratory pressure (PEEP), trigger sensitivity, and oxygen concentration. A mandatory breath can be pressure- or volume-controlled, except in the optional BiLevel mode, when it is always pressure-controlled. A spontaneous breath mode allows the patient inspiratory flows of up to 200 L/min, with or without pressure support. The 840 Ventilator modification is the addition of two new features for this device, the BiLevel Option and Inspiratory Pause. The BiLevel mode and Inspiratory Pause features are implemented on the 840 Ventilator through additional functionality in software and by using the existing User Interface panel. "BiLevel" has been added as a mode choice in the touch screen MODE menu. The INSP PAUSE key on the user interface, is activated to perform the inspiratory pause function. The pneumatic design and the electrical circuitry (apart from the User Interface printed circuit board) has remained unchanged functionally.

    AI/ML Overview

    This document describes a 510(k) premarket notification for the Puritan-Bennett 840 Ventilator System with a new BiLevel Option and Inspiratory Pause features. The submission focuses on demonstrating substantial equivalence to previously cleared devices rather than providing a detailed study proving the device meets specific acceptance criteria with quantifiable performance metrics.

    Therefore, many of the requested sections (Table of acceptance criteria, sample size, number of experts, adjudication method, MRMC study, standalone performance, sample size for training, ground truth for training) cannot be extracted from the provided text as they are not present in this type of regulatory submission for a modification to an existing device.

    Here's what can be extracted and inferred based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    This information is not explicitly provided in the document as it is a 510(k) submission for a modification to an existing device, focusing on substantial equivalence rather than primary functional performance testing against novel acceptance criteria.

    The submission states: "Puritan-Bennett Corp. asserts that a) the intended use of the 840 Ventilator with BiLevel Option, as described in its labeling, has not changed from that of the cleared device, the 840 Ventilator, and b) the fundamental scientific technology of the 840 Ventilator with BiLevel Option has not changed from that of the 840 Ventilator."

    It also mentions that "The BiLevel mode and Inspiratory Pause features are currently included in cleared predicate devices, providing justification for substantial equivalence." This implies that the 'acceptance criteria' are implicitly met if the device functions equivalently to these predicate devices for the new features.

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

    This information is not provided in the document. The submission references "verification and validation testing, test and software quality procedures" but does not detail the size or nature of the test sets used for these activities, nor the provenance of data. This type of detail is typically internal to the company's design control documentation rather than explicitly stated in a 510(k) summary.

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

    This information is not provided in the document. The assessment described is based on engineering verification and validation against design specifications and comparison to predicate devices, not typically through expert-adjudicated ground truth as would be common for diagnostic AI algorithms.

    4. Adjudication Method for the Test Set

    This information is not provided in the document.

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

    No, an MRMC comparative effectiveness study was not mentioned or relevant to this 510(k) submission. This type of study is more common for diagnostic imaging or AI devices where human reader performance is augmented or compared. The 840 Ventilator is medical equipment; the submission focuses on its functional equivalence and safety.

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

    This concept is not directly applicable to a ventilator. While the device contains software algorithms, the "standalone performance" is integrated into the device's overall function and directly assessed as part of its verification and validation. The submission does not describe a separate "algorithm only" performance study in the context of typical AI device evaluations.

    7. The Type of Ground Truth Used

    The "ground truth" for this device's performance is based on engineering specifications, functional testing against those specifications, and demonstrated equivalence to previously cleared predicate devices. For example, the device must accurately deliver a preset tidal volume or maintain a target pressure. This would be verified through direct measurement with calibrated equipment during testing, rather than through expert consensus, pathology, or outcomes data in the way these terms are typically used for diagnostic devices.

    8. The Sample Size for the Training Set

    This information is not provided in the document. The device's operation is based on deterministic algorithms and control systems, not learning models that require a "training set" in the machine learning sense.

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

    This information is not provided in the document, as it doesn't describe a machine learning model with a training set. The "ground truth" for its development would be the fundamental principles of respiratory mechanics, engineering design standards, and pre-defined performance parameters derived from clinical requirements for ventilators.

    Ask a Question

    Ask a specific question about this device

    Page 1 of 1