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510(k) Data Aggregation

    K Number
    K001988
    Device Name
    MODULAR
    Date Cleared
    2001-02-05

    (221 days)

    Product Code
    Regulation Number
    868.5160
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Applicant Name (Manufacturer) :

    HEYER AMERICA, INC.

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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    K Number
    K000995
    Date Cleared
    2000-10-11

    (197 days)

    Product Code
    Regulation Number
    868.5160
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Applicant Name (Manufacturer) :

    HEYER AMERICA, INC.

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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    K Number
    K963481
    Device Name
    ANODYNE CC
    Date Cleared
    1997-08-11

    (342 days)

    Product Code
    Regulation Number
    868.5160
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    HEYER AMERICA, INC.

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

    The Anodyne TM CC Anesthesia System is a device used to administer to a patient, continuously or intermittently, a general inhalation anesthetic and to maintain a patient's ventilation.

    Device Description

    The HEYER America® Anodyne™ CC Anesthesia System is a standalone anesthesia device. The device is a reusable, non-sterile, life-supporting anesthesia machine for prescription use in hospitals, clinics and surgery centers. The device is software driven. Adequate software testing with respect to the new IEC 601-1-4 has been conducted on the device. The device is electrically operated.

    AI/ML Overview

    The provided text describes the Heyer America® Anodyne™ CC Anesthesia System and its comparison to predicate devices for 510(k) clearance. However, it does not contain a study specifically designed to establish acceptance criteria or prove device performance through clinical trials with human subjects, statistical analysis, or defined ground truth establishment methods.

    Instead, the document focuses on a performance comparison with predicate devices based on technical specifications and functional capabilities. The core argument for safety and effectiveness relies on substantial equivalence to existing, legally marketed anesthesia systems.

    Here's a breakdown of the requested information based on the provided text:


    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not explicitly state "acceptance criteria" in the traditional sense of a clinical study (e.g., target sensitivity/specificity). Instead, it presents a comparison of the Anodyne™ CC's technical specifications and performance parameters against two predicate devices (Narkomed® 2C and Modulus® II Plus). The implied "acceptance criterion" is that the Anodyne™ CC's performance should be comparable to or within the established ranges of these predicate devices.

    ParameterAnodyne™ CC Reported PerformancePredicate Device 1 (Narkomed® 2C) PerformancePredicate Device 2 (Modulus® II Plus) Performance
    Ventilator Performance
    Tidal volume range (Total)50 - 1,400 ml50 - 1,500 ml50 - 1,500 ml
    Tidal volume range (Pediatric)50 - 400 ml50 - 300 ml50 - 300 ml
    Tidal volume range (Adult)300 - 1,400 ml300 - 1,500 ml300 - 1,500 ml
    Frequency range (Total)2 - 99 BPM1 - 99 BPM2 - 100 BPM
    Frequency range (Pediatric)20 - 99 BPM1 - 99 BPM2 - 100 BPM
    Frequency range (Adult)2 - 30 BPM1 - 99 BPM2 - 100 BPM
    I:E Ratio range1:3, 1:2, 1:1.5, 1:1, 2:1, 3:11:4.5, 1:4, 1:3.5, 1:3, 1:2.5, 1:2, 1:1.5, 1:1dependent variable
    Insp. Flow Rangedependent variable10 - 33 l/min10 - 100 l/min
    Insp. Pause20%, 30%-25%
    Sigh1 of 100, 1.5 * Vt--
    Pressure limit range10 - 100 cmH2O15 - 120 cmH2O20 - 100 cmH2O
    Airway Pressure Monitor
    Pressure range-10 - 100 cmH2O-10 - 70 cmH2O-20 - 120 cmH2O
    High Alarm limits10 - 100 cmH2O10 - 70 cmH2O20 - 100 cmH2O
    Sustain Alarm limits2 - 30 cmH2O10 - 30 cmH2O10 - 30 cmH2O
    Spirometer / Volume Monitor
    Tidal volume range20 - 9,999 ml70 - 9,999 ml0 - 9,999 ml
    Breath rate range0 - 99 BPM3 - 50 BPM0 - 99 BPM
    Minute Volume range0.1 - 999.9 l/min0 - 999.9 l/min0 - 999.9 l/min
    Tidal v. Low Alarm limits20 - 1,400 ml70 - 1,500 ml-
    Minute v. Low Alarm limits0.5 - 5 L/min0.5 - 10 L/min0 - 9.9 L/min
    Low rate Alarm limits2 - 30 BPM--
    High rate Alarm limits10 - 99 BPM--
    Oxygen Monitor Performance
    Concentration range0 - 100 Vol%0 - 100 Vol%0 - 105 Vol%
    Response time T9015 sec20 sec15 sec
    Sensor Life12 months12 months12 months
    Low Fio2 Alarm limits18 - 99 Vol%18 - 99 Vol%18 - 99 Vol%
    High Fio2 Alarm limits30 - 99 Vol%18 - 99 Vol%18 - 99 Vol%
    Gas Management Performance
    Pipeline operating range45 - 55 psig50 - 55 psig50 psig
    O2 supply failure alarm starts at27 psig27 psig27 psig
    N2O shut off at24 psig20 psig20 psig
    O2 flush50 ± 10 lpm55 ± 10 lpm60 ± 15 lpm
    Minimum O2 flow250 ± 50 ml/min250 ± 50 ml/min200 ml/min
    Hypoxic guard25 Vol% O225 Vol% O225 Vol% O2
    Rebreathing Circuit
    APL range2 - 50 cm H2O2 - 100 cm H2O1 - 75 cm H2O

    2. Sample size used for the test set and the data provenance

    • Sample Size for Test Set: Not applicable. The document describes a comparison based on product specifications and predicate device performance, not a clinical trial with a defined test set of patients or data points. The "performance comparison" tables list operational ranges and features, implying engineering validation against design specifications rather than a test on a specific dataset.
    • Data Provenance: Not applicable in the context of a "test set." The comparison references the specifications of the Anodyne™ CC and two predicate devices (OHMEDA® Modulus® II Plus and North American Dräger® Narkomed® 2C). The document also mentions that the Anodyne™ CC is based on products legally marketed in Europe (HEYER Anesthesia DOGMA® and ACCESS®), implying their successful use in Europe contributes to the provenance of the underlying technology.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

    • Number of Experts: Not applicable. No "ground truth" for a test set was established by experts in the context of a clinical study or evaluation of diagnostic accuracy.
    • Qualifications of Experts: Not applicable.

    4. Adjudication method for the test set

    • Adjudication Method: Not applicable. There was no clinical test set requiring adjudication.

    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

    • MRMC Study: No, an MRMC comparative effectiveness study was not done. The device is an anesthesia system, not an AI or imaging diagnostic tool that would typically involve human readers.

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

    • Standalone Performance: Not applicable as the device is an anesthesia machine. While it contains software and electronic controls, its performance is assessed as a complete system, and it is intended for use by medical professionals (human-in-the-loop). The document states, "Adequate software testing with respect to the new IEC 601-1-4 has been conducted on the device." This implies engineering and software validation, but not a "standalone performance" study in the AI sense.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc.)

    • Type of Ground Truth: Not applicable. The comparisons are based on the published technical specifications, operational envelopes, and functional descriptions of the devices. For example, "Tidal volume range 50 - 1,400 ml" would be validated against calibrated measuring equipment consistent with engineering and manufacturing standards, not medical ground truth like pathology. The "Clinical discussion" refers to the long-standing safe and effective use of similar devices in Europe as a basis for substantial equivalence, which could be considered a form of "outcomes data" at a high level, but not a formal ground truth for a specific test set.

    8. The sample size for the training set

    • Sample Size for Training Set: Not applicable. This document is for a 510(k) premarket notification for an anesthesia system, not an AI/machine learning device that would require training sets. The "software-driven" nature only indicates it has controlling software, not learning algorithms.

    9. How the ground truth for the training set was established

    • Ground Truth for Training Set: Not applicable, as there is no training set for this type of device.
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