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510(k) Data Aggregation

    K Number
    K993643
    Manufacturer
    Date Cleared
    1999-12-28

    (61 days)

    Product Code
    Regulation Number
    870.2800
    Predicate For
    N/A
    Why did this record match?
    Reference Devices :

    K913523, K871720, K963035

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

    The Nexsystem ambulatory patient monitoring system is intended for use in the home or alternate care settings. It consists of a patient-worn sensor (Nexisensor), signal transfer unit (Nexender), communications module (Nextation), and a telemonitoring station computer based display and storage system (TMS) located at the health care professional's facility. The device stores and transmits ECG data, respiratory data, skin temperature, systolic and diastolic blood pressure (Non-invasive), and PEF and FEV1.

    The Nexsystem is not for use as a critical care monitoring system. The Nexsystem is not an apnea monitor.

    Device Description

    The Nexystem is a non-invasive ambulatory patient monitoring system for recording multiple physiological parameters from patients who may be located at home or in an alternate care setting. The Nexystem continuously gathers physiological data from a sensor band attached to the patient and transmits the data wirelessly via a Signal Transfer Unit (Nexender) to a Base Station Unit (Nextation) where the data are recorded and stored. Additionally, the Base Station Unit has interfaces for auxiliary sensors - spirometer and blood pressure monitor - for recording point in time lung function and blood pressure measurements. A Call Discriminator Unit enables incoming telephone calls to be correctly routed to either the Nextation or a telephone handset.

    The data are transmitted for display, monitoring and storage on a computer (Telemonitoring Station TMS running the Nexoft application software) at a distant location (Telemonitoring Centre). This data transfer is under the control of the Health Care Professional (HCP) at the TMS. Data may be transferred in real time to enable the HCP to check on the quality of the physiological data being recorded and/or the status of the patient. Normally data is transferred at a scheduled time after the end of a patient data recording session. Once transferred to the TMS the data can subsequently be displayed for analysis by the HCP. The Nexystem enables the HCP to print reports of raw or summary data.

    The Nexystem comprises a number of system components identified below.

    AI/ML Overview

    Here's a summary of the acceptance criteria and study information for the Nexystem based on the provided K993643 Premarket Notification:

    1. Table of Acceptance Criteria and Reported Device Performance

    The submission does not explicitly define acceptance criteria in terms of numerical thresholds for all evaluated parameters. Instead, it relies heavily on compliance with recognized standards (ANSI/AAMI EC12 and EC38) and direct comparison to predicate devices, highlighting where the Nexystem meets or exceeds predicate performance.

    ParameterAcceptance Criteria (Implicit)Reported Device Performance (Nexystem)
    ECGCompliance with ANSI/AAMI EC12 for disposable electrodes. Compliance with ANSI/AAMI EC38 for ambulatory electrocardiographs (Type I). Consistent with predicate device performance (Sabratek, Propaq Encore).Compliant with ANSV/AAMI EC12. Compliant with ANSUV/AAMI EC38 (Type I, single lead, no ECG analysis). Records and stores extended monitor bandwidth (0.05 - 85 Hz). QRS detection. Heart rate range: 30 - 250 BPM. Heart rate accuracy: ± 3 BPM. Ag/AgCl custom sensing electrodes.
    RespirationConsistent with predicate device performance (Propaq Encore). Compliance with relevant standards for respiration monitoring (not explicitly stated for Nexystem, but predicates set a benchmark).Measures respiration rate by impedance. Range: 0 - 72 BPM. Not an apnoea monitor. Accuracy: ± 2 BPM. Ag/AgCl custom sensor.
    TemperatureConsistent with predicate device performance (Propaq Encore).Thermistor: Alpha Sensors medical 400 series. Range: 25.0 - 45.0 °C. Accuracy: $\pm 0.2 °C$.
    Blood PressureUses a legally marketed device (Omron IC) with established 510(k) clearance (K913523).Omron IC (HEM725CIC) - Non-invasive blood pressure.
    SpirometryUses a legally marketed device (Micromedical MicroPlus) with established 510(k) clearance (K963035).Micromedical MicroPlus.
    Wireless OperationProvides greater patient convenience than non-wireless predicates.Yes (Nexisensor to Nexender, Nexender to Nextation).
    SafetyCompliance with IEC 60601-1 for drip proofing. General electrical safety (Class I device, earthed).Tested to IEC 60601-1 (drip proofing). Nextation is Class I device and earthed.
    CommunicationsUses standard protocols (TCP/IP, PPP, Windows dial-up). Modem meets V34 standards.Nexender to Nextation radio link: Digital, frequency-shift keying. Power output: 50 mV/m at 3 m. Frequency: 433 MHz or 916 MHz. Nextation to Nexoft: V34 modem, TCP/IP and PPP protocol.
    FunctionalityProvides ability to view raw data, display a list of patient events, log events outside pre-set thresholds.Nexoft displays a list of all patient events; users can view raw data for each event. Events outside pre-set thresholds can be logged for review.

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

    The submission explicitly states: "14.7 Clinical performance data for equivalence: Not applicable". This indicates that no separate clinical test set of patient data was used to demonstrate the performance of the Nexystem in a clinical setting compared to a ground truth established from patient data. The primary method of demonstrating equivalence was through non-clinical testing against standards and direct comparison of specifications with predicate devices.

    Therefore, for a clinical test set:

    • Sample size: Not applicable.
    • Data Provenance: Not applicable.

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

    Since no clinical test set was utilized for demonstrating performance against a "ground truth" derived from patient data, this information is not applicable. The "ground truth" for the non-clinical tests was defined by the requirements of the standards (ANSI/AAMI EC12 and EC38) and the specifications of the predicate devices.

    4. Adjudication Method for the Test Set

    As no clinical test set with human-established ground truth was used, an adjudication method is not applicable.

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

    No. The submission explicitly states "Clinical performance data for equivalence: Not applicable". Therefore, no MRMC study was conducted.

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

    Yes, in a way. The performance evaluation primarily involved standalone testing of the device's technical specifications and compliance with recognized standards. This is akin to standalone performance for the various physiological data acquisition and transmission functions. For example:

    • Compliance testing of the Nexisensor to ANSI/AAMI EC12 for disposable ECG electrodes.
    • Compliance testing of the Nexystem to ANSI/AAMI EC38 for ambulatory electrocardiographs.
    • Verification of heart rate range and accuracy, respiration range and accuracy, and temperature range and accuracy based on the device's internal functionality.
    • The use of legally marketed and separately cleared devices for blood pressure (Omron IC) and spirometry (Micromedical MicroPlus) implies their standalone performance was relied upon.

    However, it's important to note this is not a standalone performance of an AI algorithm, as this device does not appear to incorporate AI for diagnostic purposes. It's a standalone performance demonstration of monitoring hardware and software capabilities.

    7. The Type of Ground Truth Used

    The ground truth used in this submission is multifaceted and based on:

    • Industry Standards: The requirements and specifications outlined in ANSI/AAMI EC12 (Disposable ECG Electrodes) and ANSI/AAMI EC38 (Ambulatory Electrocardiographs).
    • Predicate Device Specifications: The technical parameters and performance characteristics of the legally marketed predicate devices (Sabratek PHMS, Propaq Encore, Mortara Ambulatory X-12 Telemetry Module, Reynolds Tracker/Pathfinder, Instromedix Poseidon Cardiac Monitoring System). The Nexystem demonstrated "substantial equivalence" by meeting or exceeding these established benchmarks.
    • Functional Testing: The inherent design specifications and measured performance of the Nexystem components (e.g., heart rate accuracy, temperature accuracy) as validated by engineers/testers against known input signals or reference devices.

    8. The Sample Size for the Training Set

    This information is not applicable. The Nexystem is an ambulatory patient monitoring system that primarily collects and transmits physiological data; it is not described as an AI-powered diagnostic or analysis device that would require a "training set" in the context of machine learning. The focus is on hardware and software functionality and compliance with performance standards for data acquisition and transmission.

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

    As no training set (in the context of machine learning/AI) was used, this information is not applicable.

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    K Number
    K980619
    Manufacturer
    Date Cleared
    1998-08-20

    (183 days)

    Product Code
    Regulation Number
    870.1025
    Reference & Predicate Devices
    Predicate For
    Why did this record match?
    Reference Devices :

    K#960851, K#911529, K871720

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

    The Sabratek Patient Home Monitoring System (PHMS), is a physiological data monitoring and communications system intended for use predominately in alternate care settings.

    Device Description

    The system consists of three major components as shown in Fig.1. The Ambulatory Patient Monitor (APM-2000) is an ambulatory device that monitors physiological data of the ambulatory patients. The Virtual Hospital Room Communicator (VHRC) is a data storage and transfer device that resides in a patient's home or at an alternate care center. The VHRC has the capability to detect and monitor the APM-2000. A number of peripheral devices such as a Scale, Non Invasive Blood Pressure device (NIBP), Oral Temperature probe and other devices can also be connected to the VHRC. Sabratek has selected peripheral devices with current agency rulings of substantial equivalence for use with the VHRC is accessible by a standard telephone line (POT). The Remote Device Access Software (RDAS) is a Microsoft Windows 95/NT applications program. The program interacts with the Virtual Hospital Room Communicator (VHRC) via modem and standard telephone line. The program collects the data stored in the VHRC and presents the information for review by the caregivers. The program can also control the functions of the APM-2000 and monitor the functions of other devices connected to the VHRC.

    AI/ML Overview

    The Sabratek Patient Home Monitoring System (PHMS) is a physiological data monitoring and communications system. The device itself is not a diagnostic tool but gathers various physiological data. Therefore, the "acceptance criteria" discussed here relate to the device's technical specifications and engineering performance rather than diagnostic accuracy.

    1. Table of Acceptance Criteria and Reported Device Performance

    ParameterAcceptance Criteria (Predicate Device)Reported Device Performance (Sabratek PHMS)
    Respiration
    Measure respiration rateYesYes
    Range2-150 RPM4-40 RPM
    Accuracy± 2 RPM or 2%± 2 RPM or 2%
    SensorPro-Tech 1246 (K#960851)Pro-Tech 1246 (K#960851)
    Electrocardiogram
    Records and stores monitor bandwidth ECGYesYes
    Single lead (2 active electrodes + ground)YesYes
    5 lead selectable leadsYesNo
    Defibrillator-protected input leadsYesNo
    Defib Sync.YesNo
    Pacemaker spike detectionYesNo
    QRS or arrhythmias detectionYesNo
    QRS ToneYesNo
    Detects electrode lead offYesYes
    Alarms on low/high rateYesNo
    Wireless operationOptionalNo
    ECG ElectrodesLead-Lok, Inc LLE306BX, P-6 (K#911529)Lead-Lok, Inc LLE306BX, P-6 (K#911529)
    Patient Weight ScaleAND Medical UC-300AND Medical UC-300
    K#Class I Exempt device 880.2700Class I Exempt device 880.2700
    Temperature ProbeThermometric MA-200Thermometric MA-200
    K#Exempt deviceExempt device
    Pulse OximetryNonin OEM IINonin OEM II
    Non Invasive Blood PressureAND MedicalAND Medical
    K#K871720K871720
    VHRC - General
    Communications capabilityUp to 10 external devicesUp to 10 external devices
    DisplayLCD 45.75 X 67.56 mm4 row 20 character LCD
    Display backlightYesYes
    KeypadSeparate keys5 row by 5 column custom
    Voice synthesizerNoYes
    Malfunction audioNoYes
    Speaker phoneNoOptional
    Patient alarm notificationAudio and visualAudio and visual
    Size9.6" X 8.2" X 7.6"≈12" x 12" x 4"
    Weight12.68 Lbs≈10 lb
    Operating temperature0 to 40 C0 to 60 C
    Humidity15% to 95% non-condensing0 to 95% non-condensing
    Operating altitude-2000 to 15000 Ft.-200 to 15,000 ft
    Shipping/storage temperature-20 to +60 C-20 to +60 C
    Drip proofUnknownIEC 529 level IPX1
    VHRC power
    115/230 VAC 50/60 Hz100-120 VAC, 50-60 HzYes
    Internal battery pack operationYes 2.5 + Hrs.Yes, >1 hour
    Internal battery chargerYesYes
    Battery recharge time8-12 Hrs.≈8 hours
    Double insulationYesYes
    Power inputUnknown
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