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510(k) Data Aggregation

    K Number
    K060158
    Date Cleared
    2006-10-13

    (266 days)

    Product Code
    Regulation Number
    882.5800
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    Auri-Stem Medical Inc.

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

    Application of electrical current to the head to treat insomnia, depression, or anxiety.

    Device Description

    The NET-2000 Microcurrent Stimulator is a precision electronic instrument used for the treatment of anxiety, depression, or insomnia. The treatment is simple and can easily be selfadministered. The device consists of a microprocessor controller box and skin contact electrodes. The small controller box is a software controlled low-intensity output. Current ranges from 0-600 microamperes typically set at 0.5 Hz. Additional frequencies at 1.5 and 100 Hz are available for the physician's use. The waveform is a bipolar asymmetric rectangular shape. Duty cycle is 50% with a 0 net current. Timed treatment is set at 16.5 minutes.

    AI/ML Overview

    The provided text describes the NET-2000 Microcurrent Stimulator, a device used for the treatment of anxiety, depression, or insomnia. The submission is a 510(k) premarket notification, which seeks to demonstrate substantial equivalence to a legally marketed predicate device.

    Here's an analysis of the acceptance criteria and the study (or lack thereof) based on the provided information:

    1. A table of acceptance criteria and the reported device performance

    The provided information does not explicitly state "acceptance criteria" in terms of performance metrics like sensitivity, specificity, or accuracy. Instead, the submission relies on a comparison table to demonstrate the NET-2000's features are equivalent to its predicate device, the Alpha-Stim 100. This is the primary method of showing "performance" in this context.

    FeatureNET-2000Alpha-Stim 100 (Predicate)Equivalence Justification/Reported Performance
    IndicationTreats anxiety, depression, and insomniaTreats anxiety, depression, and insomniaIdentical
    ClassificationCES, Class III Prescription, 882.5800CES, Class III Prescription, 882.5800Identical
    ContraindicationsNoneNoneIdentical
    Power Source9 volt battery9 volt batteryIdentical
    Current0-600 microamperes10-600 microamperesWithin comparable range
    Frequency0.5, 1.5, 100 Hz0.5, 1.5, 100 HzIdentical
    WaveformBipolar asymmetric rectangular waves, 50% duty cycle, 0 net currentBipolar asymmetric rectangular waves, 50% duty cycle, 0 net currentIdentical
    ElectrodesSilver, self-adhesive pads with conduction solution, clip style. Applied to earlobes.Silver, self-adhesive pads with conducting solution, clip style. Applied to earlobes.Identical
    Timer Treatment Settings16.5 minutes10, 20, 60 minutes and continuousSimilar (device offers a specific timed setting, predicate offers options)
    Electrical SafetyConfirmed by testing and passing requirements under EN60601-1-2 and EN60601-1(Implied predicate meets similar standards for marketing)Demonstrated through compliance with standards
    BiocompatibilityFor the electrode patient contact is confirmed by testing.(Implied predicate materials are biocompatible)Demonstrated through testing

    2. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)

    The document does not describe any clinical study with a test set involving human subjects or data. The "performance testing" mentioned is comparative testing to the Alpha-Stim 100 and electrical safety and biocompatibility testing. This implies bench testing rather than clinical data from a sample size.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience)

    Not applicable. No clinical data or human evaluation with a "ground truth" established by experts is mentioned for this device. The assessment is based on technical specifications and safety/performance standards.

    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set

    Not applicable. As no clinical study with a test set is described, there is no adjudication method.

    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

    Not applicable. This device is a microcurrent stimulator, not an AI-powered diagnostic tool. Therefore, an MRMC study related to AI assistance for human readers is irrelevant and not mentioned.

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

    Not applicable. This section is typically relevant for AI/ML-based algorithms. The NET-2000 is a physical medical device; its "performance" is assessed through its electrical characteristics, safety, and functional equivalence to a predicate, not through an algorithm's standalone performance.

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

    Not applicable. For this type of 510(k) submission and device, the "ground truth" for demonstrating substantial equivalence is primarily the technical specifications and established safety and effectiveness of the predicate device, alongside adherence to recognized electrical safety and biocompatibility standards. There is no mention of clinical outcomes data in terms of "ground truth" for the device's efficacy. The claim of "safe and effective" is based on the equivalence to a device already deemed safe and effective.

    8. The sample size for the training set

    Not applicable. There is no mention of a "training set" as this is not an AI/ML device.

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

    Not applicable. As there is no training set, this question is not relevant.

    In summary:

    This 510(k) submission for the NET-2000 Microcurrent Stimulator focuses on "substantial equivalence" to a predicate device (Alpha-Stim 100) based on technical specifications, indications for use, and a demonstration of electrical safety and biocompatibility. It does not present evidence from clinical trials or studies involving human subjects with a "test set" and "ground truth" as typically seen in submissions for diagnostic algorithms or devices requiring new clinical evidence of efficacy. The "study that proves the device meets the acceptance criteria" in this context refers to the comparative analysis of features, electrical safety testing, and biocompatibility testing, all demonstrating the NET-2000's similarity to the predicate and compliance with relevant standards.

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