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510(k) Data Aggregation

    K Number
    K112348
    Manufacturer
    Date Cleared
    2012-01-19

    (156 days)

    Product Code
    Regulation Number
    890.5850
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    RS-4I MUSCLE STIMULATOR

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

    Interferential stimulation indications

    • Relieve acute pain .
    • Relieve and manage chronic pain .

    Muscle stimulation indications

    • Relax muscle spasms .
    • Prevent or retard disuse atrophy
    • Maintain or increase range of motion ●
    • . Increase local blood circulation
    • Re-educate muscle .
    • Immediate post-surgical stimulation of calf muscles to prevent venous thrombosis .
    Device Description

    The RS-4i Plus is 4 channel electrical stimulator that incorporate traditional muscle stimulation and interferential current stimulation modalities into a single unit. It has the capability to program the device's output by the care giver to match the patient's condition through the use of pre-set selections. The RS-4i Plus is hand held with an electronic display, digital single processor, software/firmware controlled functions, user keypad, cable leads and electrode pads, multiple output channels, removable, rechargeable battery, and patient data files and retrieval capability.

    AI/ML Overview

    The provided text describes a 510(k) summary for the RS-4i Plus Sequential Stimulator. It outlines the device's intended use, technological characteristics, and its substantial equivalence to a predicate device. However, the document does not contain explicit acceptance criteria or a study that specifically proves the device meets such criteria in terms of clinical performance metrics like accuracy, sensitivity, or specificity.

    Instead, the submission focuses on demonstrating substantial equivalence based on technological characteristics and compliance with safety and performance standards. The "study" mentioned is primarily a series of tests to confirm the device's basic unit characteristics and output specifications, ensuring it performs equivalently to the predicate and meets relevant electrical, mechanical, and software safety standards.

    Here's an attempt to answer your questions based on the provided text, recognizing the limitations:

    1. Table of acceptance criteria and the reported device performance

    Acceptance Criteria (Implied)Reported Device Performance
    Technological Equivalence to Predicate Device (RS-4i)RS-4i Plus is "equivalent to the RS-4i" in basic unit characteristics and output specifications.
    Compliance with Electrical Safety StandardsConforms to: ANSI/AAMI ES60601-1:2005, IEC 60601-1-2, IEC 601-2-10, IEC 60601-1-11
    Compliance with Software Life Cycle StandardsConforms to: ANSI/AAMI/IEC 62304:2006
    Compliance with Electromagnetic Compatibility (EMC)Conforms to: IEC 60601-1-2 Edition 3:2007-03
    Compliance with Mechanical/Environmental StandardsConforms to: IEC 60529 (IP code), ASTM E171, D4332, D5276, D4728
    Functional Equivalence of Intended Use/Indications for Use"Both devices [RS-4i Plus and RS-4i] have the same intended use/indications for use and the same fundamental scientific technology."

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

    The document does not mention a "test set" in the context of clinical or diagnostic performance data. The testing described pertains to engineering and safety standards, likely performed on a limited number of devices during development and verification. There is no mention of human subject data, country of origin, or retrospective/prospective study design for performance.

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

    Not applicable. The "ground truth" here is compliance with engineering and safety standards, which would be assessed by qualified engineers and testers, not clinical experts establishing a diagnosis.

    4. Adjudication method for the test set

    Not applicable. There is no clinical test set requiring adjudication in the context of this 510(k) summary.

    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 sequential stimulator, not an AI-powered diagnostic or assistive tool for human readers.

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

    Not applicable. This device is an electrical stimulator, not an algorithm. Its performance is inherent to its physical and functional output.

    7. The type of ground truth used

    The "ground truth" implied for this submission is adherence to recognized international and national standards for medical electrical equipment safety, electromagnetic compatibility, software life cycle, and physical/environmental resilience, as well as demonstrating that its output specifications match those of the predicate device.

    8. The sample size for the training set

    Not applicable. This device is not an AI/machine learning product and does not have a "training set" in that context.

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

    Not applicable.

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    K Number
    K062325
    Manufacturer
    Date Cleared
    2007-04-13

    (247 days)

    Product Code
    Regulation Number
    882.5890
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    RS-4I MUSCLE STIMULATOR FAMILY

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

    The RS-4i Sequential Stimulator is indicated for use as adjunctive therapy in reducing the level of pain associated with osteoarthritis of the knee.

    Device Description

    The RS-4i Sequential Stimulator consists of a hardware/software svstem that is the same as was described in its previous 510(k) notification (K032652). The RS-4i Sequential Stimulator also includes a TENS output. The RS-4i Sequential Stimulator incorporates traditional muscle stimulation and interferential current stimulation modalities, as well as TENS output into one unit. Only one modality may be operated at a time, but modalities can be automatically sequenced. The RS-4i is housed in a plastic enclosure. The front of the enclosure houses the LCD patient display and the operator keypad. The accessories provided with the RS-4i include the output cables, the electrode pads, and the AC Charging Adapter.

    AI/ML Overview

    The provided text is a 510(k) summary for the RS-4i Sequential Stimulator, a medical device. It does not contain information about acceptance criteria or a study proving the device meets those criteria. The document primarily focuses on describing the device, its indications for use, and its substantial equivalence to predicate devices, which is typical for a 510(k) submission. Therefore, I cannot extract the requested information from this text.

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    K Number
    K032652
    Manufacturer
    Date Cleared
    2003-09-12

    (15 days)

    Product Code
    Regulation Number
    890.5850
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    RS-4I MUSCLE STIMULATOR FAMILY

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

    Muscle Stimulation, Interferential and Non-Interferential Modality

    • Relax muscle spasms
    • Prevent or retard disuse atrophy
    • Maintain or increase range of motion
    • Increase local blood circulation
    • Re-educate muscle
    • Immediate post-surgical stimulation of calf muscles to prevent venous thrombosis
      Pain Relief, Interferential Current Modality
    • Relieve acute pain
    • Relieve and manage chronic pain
    Device Description

    The RS-4i device family consists of a hardware/software system that is identical to its predicate device (the RS-4M+ device family K100114). The RS-4i device family manufacturing process has been changed to a Surface Mount process and components. The RS-4i device family includes a 'Pattern Stimulation' modality that allows sequential 'pattern' output of the standard muscle stimulation pulses.
    The RS-4i device family incorporates traditional muscle stimulation and interferential current stimulation modalities into one unit. Only one modality may be operated at a time. The RS-4i is housed in a plastic enclosure. The front of the enclosure houses the LCD patient display and the operator keypad. The accessories provided with the RS-4i include the output cables, the electrode pads, and the AC Charging Adapter.
    The RS-4i pulse mode muscle stimulation modality operates at a specified 57.5 volts peak (+/-10% into a 500 ohm load) and 115 mA peak (+/-10% into a 500 ohm load) with a maximum pulse width of 415 uSec. (+/-10%) and a cycle frequency of 71 Hz (+/-5%). The pulses are bi-phasic. Intensity levels are controlled via pulse width while maintaining the pulse voltage within the specified peak. The waveform includes an on/off ramp, which slowly increases the pulse width to the desired setting.
    The RS-4i interferential modality operates at a specified maximum of 100 mA peak (+/-10% into a 500 ohm load). The carrier and interferential signals are simulated sine wave symmetric, balanced outputs with zero net charge. The interferential modality can operate in a true interferential mode (4 pad mode) or the signals can be pre-mixed and only the pre-mixed signals sent to the patient (2 pad mode). The interference signal frequency can be fixed (Continuous) or varied based on three selections (Variable).

    AI/ML Overview

    The provided document is a 510(k) summary for the RS-4i Muscle Stimulator family. It describes the device, its indications for use, and declares substantial equivalence to a predicate device. However, it does not contain information about acceptance criteria or a study proving the device meets specific performance criteria. This type of premarket notification for a Class II device primarily focuses on demonstrating substantial equivalence to a legally marketed predicate device rather than presenting a novel clinical study with detailed performance metrics against pre-defined acceptance criteria.

    The key points from the provided text are:

    • Predicate Device: The RS-4i family is substantially equivalent to its legally marketed predecessor, the RS-4M+ (K000114) muscle stimulator.
    • Device Changes: The primary changes are a manufacturing process change to Surface Mount technology and components, and the addition of a 'Pattern Stimulation' modality.
    • Performance Specifications: The document lists technical specifications (e.g., peak voltage, mA, pulse width, frequency for muscle stimulation; mA peak for interferential modality) but these are device specifications, not acceptance criteria for a clinical outcome study.

    Therefore, based on the provided text, I cannot complete the requested tables and information. A 510(k) submission for a device like this typically relies on bench testing and comparisons to the predicate's technical specifications and safety profile, rather than extensive clinical efficacy trials with predefined acceptance criteria and human expert evaluation in the way you've described.

    A 510(k) submission is generally intended to demonstrate that a new device is as safe and effective as a legally marketed predicate device. It does not typically require a new clinical study to establish "acceptance criteria" for clinical performance in the way a PMA (Pre-Market Approval) or a de novo classification might.

    If this were a PMA or a de novo application, or if the FDA had required specific clinical data beyond substantial equivalence, then the document would contain the type of information you're asking for.

    In summary, the provided document does not contain the information required to populate your requested table and study details.

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