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510(k) Data Aggregation

    K Number
    K141518
    Manufacturer
    Date Cleared
    2015-03-05

    (269 days)

    Product Code
    Regulation Number
    870.2700
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K111933

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

    The Nellcor™ Bedside Respiratory Patient Monitoring System is a portable pulse oximeter intended for prescription use only as a continuous non-invasive monitor of arterial oxygen saturation (SpO2) and pulse rate of adult, pediatric, and neonatal patients during both motion conditions, and for patients who are well or poorly perfused. The monitoring system is intended for use in hospital-type facilties, and during intra-hospital transport. The OxiMax SPD™ Alert (SPD) feature is intended only for facility-use care of adults to detect patterns of desaturation indicative of repetitive reductions in airflow through the upper airway and into the lungs.

    The Nellcor™ Respiration Rate parameter, when used in conjunction with the Nellcor™ Bedside Respiratory Patient Monitoring System and Nellcor™ Adult Respiratory Sensor, is intended for the continuous, non-invasive monitoring of respiration rate in adult patients in hospitals and hospital-type facilities.

    Device Description

    The subject device is the Nellcor™ Bedside Respiratory Patient Monitoring System (oximeter) which contains the Nellcor™ Respiration Rate Parameter (RR Version 2.0 Application device). The oximeter is designed for continuous, non-invasive monitoring of functional oxygen saturation of arterial hemoglobin (SpO2), pulse rate, and respiratory rate by use of one of compatible Nellcor OxiMax oxygen transducers (sensors). The oximeter displays digital values of SpO2 and pulse and respiratory rate. The oximeter device features the same technological characteristics as the predicate, which is the exact same system featuring a system software upgrade.

    The oximeter features the optional Nellcor™ Respiration Rate (RR) Software Application for use on the finished oximeter device. Covidien is submitting this traditional 510(k) submission as the result of a design change to the RR software device residing on the oximeter. The design change to the RR Software Application involves a modification to the principles of operation of the RR software algorithm.

    The RR software application is intended for continuous non-invasive monitoring of respiration rate in adult patients, and it is calculated by an RR algorithm residing on the monitor which derives patient respiratory rate in breaths per minute based upon oximetry photoplethysmography data that is received from the oximetry sensor on the patient. The software parameter was cleared by the FDA through traditional 510(k) premarket notification (K111933) as the Nellcor Respiration Rate Software, Version 1.0 on March 15, 2012. Version 2.0 (V2.0) of the Respiration Rate (RR) software is an upgraded design of the original cleared software.

    AI/ML Overview

    This document describes the regulatory submission for the Nellcor™ Bedside Respiratory Patient Monitoring System, specifically focusing on the Nellcor™ Respiration Rate (RR) Software Version 2.0. The device is a pulse oximeter that non-invasively monitors arterial oxygen saturation (SpO2), pulse rate, and respiration rate.

    Here's a breakdown of the requested information regarding acceptance criteria and the supporting study:

    1. Table of Acceptance Criteria and Reported Device Performance

    ParameterAcceptance CriteriaReported Device Performance
    Respiration Rate (RR) Measurement RangeFor adults: a specified range of respiration rates4 to 40 breaths per minute
    Respiration Rate (RR) AccuracyFor adults: within ±1 breath per minute±1 breath per minute (over a range of 4-40 breaths/minute based on non-clinical testing, and 4-32 breaths/minute based on clinical validation)
    Pulse Oximetry PerformanceAdherence to FDA Guidance ("Pulse Oximeters - Premarket Notification Submissions [510(k)s] Guidance for Industry and Food and Drug Administration Staff") and ISO 80601-2-61:2011 and IEC 60601-1:2005 standards, including simulated motion testing for pulse rate accuracy (20-250 bpm).Verification and validation reports confirm adherence. Simulated motion testing validated pulse rate accuracy across 20-250 bpm.
    Human FactorsSummative Usability ValidationHuman Factors Summative Usability validation completed.
    Safety and EnvironmentalThe appropriate safety and environmental specificationsTesting conducted to ensure specifications were met.

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

    • Non-clinical Testing (Simulated Motion Data for Respiration Rate): The document states this data was "collected from monitored patients on the general care floor which represents the intended populations and includes extreme boundaries of patient characteristics and artifact."
      • Sample Size: Not explicitly stated as a number but described qualitatively (patients on general care floor).
      • Data Provenance: Retrospective, derived from monitored patients on a general care floor. The country of origin is not specified.
    • Clinical Validation Studies (for Respiration Rate Software):
      • Sample Size: Not explicitly stated as a number, but conducted on "healthy adult volunteers and on subjects from the hospital general care floor."
      • Data Provenance: Prospective, as these were conducted as part of the clinical validation. The country of origin is not specified.

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

    This information is not provided in the document. The document refers to "ground truth" implicitly through expert-defined standards (e.g., ±1 breath per minute accuracy) and clinical assessment, but does not detail how the true respiration rates or SpO2 values for the test sets were established by experts, nor their specific qualifications.

    4. Adjudication Method

    The document does not explicitly mention an adjudication method for establishing ground truth in either the non-clinical or clinical studies.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    There is no mention of a Multi-Reader Multi-Case (MRMC) comparative effectiveness study being performed. The study focuses on the standalone performance of the device.

    6. Standalone Performance Study

    Yes, a standalone performance study was done for the algorithm and device. The document describes several tests:

    • Non-clinical performance data summary: This includes verification and validation reports for pulse oximetry, ISO and IEC test reports, Human Factors Summative Usability validation, and simulated motion testing for both pulse rate and respiration rate accuracy. This demonstrates the algorithm's performance under various simulated conditions.
    • Clinical Summary: Clinical validation studies were conducted on healthy adult volunteers and hospital subjects to assess the accuracy of the Respiration Rate Software algorithm. The results demonstrated the algorithm's ability to calculate respiration rate within a stated accuracy.

    7. Type of Ground Truth Used

    • For Pulse Oximetry: Implied to be established against reference methods as per FDA Guidance, ISO, and IEC standards, which typically involve co-oximetry for SpO2 and ECG for heart rate.
    • For Respiration Rate: For the non-clinical simulated motion data, the ground truth was based on measurements under controlled conditions simulating motion, low pulse rate, low perfusion, and low respiratory variations. For the clinical validation studies, the ground truth for respiration rate would typically be established by a reference method such as capnography or direct observation by trained personnel, though this is not explicitly stated. The document refers to "the Respiration Rate Software algorithm calculates respiration rate within a stated accuracy of +1 breath per minute over a range of 4-32 breaths per minute" implying a comparative measurement to a gold standard.

    8. Sample Size for the Training Set

    The document does not specify a separate sample size for a training set. The submission focuses on validating the performance of an upgraded algorithm (Version 2.0) against established criteria and its predicate. It is likely that development and initial tuning of the algorithm occurred on separate datasets, but these are not detailed in this regulatory summary.

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

    As no training set is explicitly discussed, information on how its ground truth was established is not provided. The document details acceptance criteria and performance against those criteria, but not the developmental process of the algorithm in terms of training data and ground truth creation.

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