Search Filters

Search Results

Found 2 results

510(k) Data Aggregation

    K Number
    K972829
    Manufacturer
    Date Cleared
    1997-10-28

    (90 days)

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

    CRICKET 2000 RECORDING PULSE OXIMETER

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

    The Cricket 2000 is a recording pulse oximeter which measures functional blood oxygen saturation, pulse rate/interval and finger movement. Because of SpO2 and pulse rate alarm limits that can be sct by the operator, it can be used for continuous monitoring. It also interfaces with a commercially available computer. The pulse oximetry, raw infrared and red waveform data, as well as the pulse rate data, can be viewed real-time on the computer using custom Windows -based software that is provided with the pulse oximeter. The software also enables the user to do some data analysis, which can be used to draw meaningful implications during sleep apnca analysis studies. The Cricket 2000 is primarily indicated for use with patients suspected of suffering from, or with potential to suffer from, episodes of hypoxemia. The Cricket 2000 is intended for patients weighing more than 30 kg in both the hospital/institutional environment (supervised) and the home (unsupervised) environment.

    Device Description

    The Cricket 2000 is a recording pulse oximeter which measures functional blood oxygen saturation, pulse rate/interval and finger movement. Because of SpO2 and pulse rate alarm limits that can be set by the opcrator, it can be used for continuous monitoring. It also interfaces with a commercially available computer. The pulse oximerry, raw infrared and red waveform data, as well as the pulse rate data, can be viewed real-time on the computer using custom Windows -based software that is provided with the pulse oximeter. The software also enables the user to do some data analysis, which can be used to draw meaningful implications during sleep apnea analysis studies.

    AI/ML Overview

    The provided text describes a 510(k) submission for a pulse oximeter, primarily focusing on a software modification. It does not contain information about acceptance criteria or a study proving the device meets specific acceptance criteria in the manner requested.

    Therefore, I cannot fulfill the request for:

    1. A table of acceptance criteria and reported device performance.
    2. Sample size and data provenance for a test set.
    3. Number and qualifications of experts for ground truth.
    4. Adjudication method.
    5. MRMC comparative effectiveness study results.
    6. Standalone performance results.
    7. Type of ground truth used.
    8. Sample size for the training set.
    9. How ground truth for the training set was established.

    The document discusses the device's intended use, general description, and lists predicate devices, but lacks the detailed performance and study information required to answer the questions. It's a regulatory document for a software modification, not a performance study report.

    Ask a Question

    Ask a specific question about this device

    K Number
    K955304
    Device Name
    CRICKET
    Manufacturer
    Date Cleared
    1996-05-16

    (178 days)

    Product Code
    Regulation Number
    870.1330
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    CRICKET

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

    The CRICKET™ is intended to be used as a steering mechanism for guidewires. The opposite end of the CRICKET™ has a shaping bar which allows for shaping the distal tip of guidewires (revised February 13, 1996)

    Device Description

    The CRICKET™ is intended to be used as a steering mechanism for guidewires. The opposite end of the CRICKET™ has a shaping bar which allows for shaping the distal tip of guidewires (revised February 13, 1996)

    AI/ML Overview

    This document is a 510(k) summary for a medical device called the "CRICKET™ Multipurpose Steering Device and Tip Shaper." It is a premarket notification to the FDA to demonstrate that the device is as safe and effective as a legally marketed predicate device.

    The provided text does not contain the acceptance criteria or the details of a study that proves the device meets acceptance criteria in the format requested.

    Here's why and what information is available:

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

    • Not present. The document states "All current MICROVENA guidewires were successfully shaped with the CRICKET™ and the guidewires successfully passed visual, functional and tensile strength tests." However, it does not define specific quantitative acceptance criteria for "successfully shaped," "visual," "functional," or "tensile strength tests." For example, it doesn't say "tensile strength must be > X Newtons" or "no visible damage greater than Y mm."

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

    • Not present. The document mentions "All current MICROVENA guidewires" but does not specify the number or type of guidewires tested. There is no information on data provenance (country, retrospective/prospective).

    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/Not present. This device is a mechanical tool (a steering device and tip shaper for guidewires), not an AI or diagnostic imaging device that requires expert ground truth for interpretation. The "ground truth" would be objective physical measurements and functional performance, not expert consensus on images.

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

    • Not applicable/Not present. Adjudication methods are typically used in studies involving subjective interpretation, like reading medical images. This is a mechanical device test.

    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 is not an AI-assisted diagnostic device.

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

    • Not applicable. This is a physical medical device, not an algorithm.

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

    • Implied objective testing. The ground truth would be based on "visual, functional and tensile strength tests" of the guidewires after shaping. These are objective measures rather than subjective expert consensus, pathology, or outcomes data.

    8. The sample size for the training set:

    • Not applicable/Not present. This device is not an AI model, so there is no "training set."

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

    • Not applicable. There is no training set for this type of device.

    What the document does tell us about the "study":

    The document describes "Functional/Safety Testing" where:

    • Device Tested: CRICKET™ Multipurpose Steering Device and Tip Shaper.
    • Purpose: To demonstrate that the device successfully shapes guidewires and that the shaped guidewires maintain their integrity.
    • Method: "All current MICROVENA guidewires were successfully shaped with the CRICKET™."
    • Evaluations: The shaped guidewires "successfully passed visual, functional and tensile strength tests."
    • Conclusion: The testing led to the conclusion that the CRICKET™ is "substantially equivalent to the predicate devices based on intended use and the results of functional testing." This implies the performance was at least as good as the predicate devices, though no specific benchmarks are given.

    In summary, the provided 510(k) summary is for a physical medical device and therefore does not contain the information typically associated with studies for AI/diagnostic devices as requested in your prompt. It focuses on functional and safety testing to establish substantial equivalence, without detailing specific quantitative acceptance criteria or study design elements like sample sizes or ground truth establishment relevant to AI/diagnostic performance.

    Ask a Question

    Ask a specific question about this device

    Page 1 of 1