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510(k) Data Aggregation

    K Number
    K083232
    Date Cleared
    2008-12-24

    (51 days)

    Product Code
    Regulation Number
    888.3045
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K071187, K082442

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

    MicroFuse™ Bone Void Filler, combined with autograft or bone marrow aspirate, is intended for use in filling bony voids or gaps of the extremities, spine and pelvis that are not intrinsic to the stability of the bony structure. These osseous defects may be surgically created or created from traumatic injury to the bone. MicroFuse™ provides a bone void filler that resorbs and is replaced with bone during the healing process.

    Device Description

    MicroFuse™ Bone Void Filler is a porous bone graft scaffold composed of bonded poly (lactide-co-glycolide) or poly(lactic acid) microspheres. MicroFuse™ is available with and without a combination of barium sulfate and calcium sulfate. MicroFuse™ is provided in a variety of shapes and sizes, in the form of granules, sheets, and pre-formed blocks. MicroFuse™ granules are designed to be gently packed into contained voids or defects. MicroFuse™ sheets are designed to be used with shallow bony defects, or as a bone graft onlay to cover a defect. MicroFuse™ blocks are designed to fill an entire defect. MicroFuse™ implants are available in short-term (ST), mid-term (MT), or long-term (LT) compositions.

    AI/ML Overview

    The provided text is a 510(k) summary for the MicroFuse™ Bone Void Filler, which details the device's description, intended use, and its substantial equivalence to predicate devices. However, this document does not contain any information regarding acceptance criteria or a study that proves the device meets those criteria.

    A 510(k) submission primarily focuses on demonstrating substantial equivalence to a legally marketed predicate device, rather than presenting a performance study with specific acceptance criteria as might be found in a PMA (Pre-Market Approval) application or a clinical trial report for drug approval.

    Therefore, I cannot provide the requested information based on the input text. The document confirms that the device was found substantially equivalent to predicate devices, allowing it to be marketed, but it does not detail specific performance metrics, sample sizes, expert qualifications, or ground truth establishment relevant to a performance study.

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    K Number
    K020665
    Device Name
    HI-OX
    Manufacturer
    Date Cleared
    2002-07-30

    (151 days)

    Product Code
    Regulation Number
    868.5870
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K190471, K152345, K160216, K082442, K040284, K971936

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

    The Hi-Ox® High FiO2 Mask is intended to deliver high inspired oxygen concentrations to patients who require elevated inspired oxygen.

    Device Description

    The HI-Ox80 is an oxygen mask to enable patients to inhale high concentrations of oxygen at moderate flow rates of 8 -10 |pm. It is a simple device consisting of a central manifold section where the patient mask, oxygen tubing and an oxygen reservoir bag attach. The triple valving in the manifold directs the oxygen to the patient and acts as an anti-asphyxiation valve removing the need for ventilation holes in the mask itself, thus allowing for delivery of high FiO2's.

    Oxygen from the supply is either delivered to the patient via a one-way valve (inhalation valve) or stored temporarily in the oxygen reservoir bag. During exhalation, expired gas is directed to the atmosphere via another one-way valve (exhalation valve). In the event the patient's minute ventilation exceeds the oxygen supply flow rate, a third sequential dilution valve allows ambient air to get drawn into the inspired limb of the manifold eliminating the potential for asphyxiation.

    The inhalation and exhalation one way valves are designed to have very low flow resistance (less than 1,5 cmH,O, typically ~ 1.07 cmH2O at flow rates of 60 lpm) to minimize the work of breathing. The sequential dilution valve is specified to be less than 3 cmH2O/U/sec. The oxygen mask is made of a soft material for conformance to the patient's facial contours. Positioning of the manifold connection on the mask minimizes the effective deadspace.

    AI/ML Overview

    Here's an analysis of the provided text regarding the Hi-Ox® High FiO2 Mask, focusing on acceptance criteria and the study used to demonstrate compliance.

    Hi-Ox® High FiO2 Mask - Acceptance Criteria and Supporting Study

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance CriterionReported Device Performance
    FiO2 (inspired oxygen concentration)In excess of 90% and over 80% at all times. The device is intended to deliver "high inspired oxygen concentrations." The documented performance clearly meets this general goal with specific values.
    Inhalation one-way valve flow resistanceLess than 1.5 cmH2O at 60 lpm. (Specified design target)
    Typically ~1.07 cmH2O at 60 lpm. (Actual measurement)
    0.025 cmH2O per lpm. (Calculated from typical pressure drop at 60 lpm)
    Exhalation one-way valve flow resistanceLess than 1.5 cmH2O at 60 lpm. (Specified design target)
    Typically ~1.07 cmH2O at 60 lpm. (Actual measurement)
    0.025 cmH2O per lpm. (Calculated from typical pressure drop at 60 lpm)
    Sequential dilution valve flow resistanceLess than 3 cmH2O/L/sec. (Specified)
    Mask fit/sealBetter sealing due to dual straps, lower durometer material, foam, and metal strip at nose bridge. (Subjective description of design improvements)
    Anti-asphyxiation capabilityTriple valving in the manifold directs oxygen to the patient and acts as an anti-asphyxiation valve, removing the need for ventilation holes in the mask itself. (Design feature)
    A third sequential dilution valve allows ambient air to get drawn in if patient's minute ventilation exceeds oxygen supply flow rate, eliminating potential for asphyxiation. (Design feature)
    Work of breathingSubjective testing also confirms little or no effort required for breathing through the Hi-Ox® oxygen mask assembly. (Subjective assessment)

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

    The document does not explicitly state the sample size for the tests performed. It mentions "experiments conducted using a SensorMedics 229 metabolic measurement system." It does not specify the number of subjects or runs.

    The data provenance is not explicitly stated regarding country of origin. The company is SensorMedics Corporation, located in Yorba Linda, CA, USA. This suggests the tests were likely conducted in the USA. The study design appears to be prospective as it describes direct experimentation to measure product performance.

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

    There is no mention of experts being used to establish a ground truth with regard to the performance metrics (FiO2, flow resistance). The measurements for these criteria seem to be objective, instrument-based readings. For the "work of breathing," subjective testing was performed, but the number or qualifications of individuals providing this feedback are not specified.

    4. Adjudication Method for the Test Set

    No adjudication method is mentioned as the reported performance seems to be based on direct measurements and objective criteria, not on expert consensus or interpretation requiring adjudication.

    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

    This device is not an AI-powered diagnostic or interpretive tool. Therefore, an MRMC comparative effectiveness study involving human readers and AI assistance is not applicable and was not performed.

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

    This device is a physical medical device (oxygen mask), not an algorithm or software. Therefore, a standalone algorithm-only performance study is not applicable and was not performed.

    7. The Type of Ground Truth Used

    The ground truth for the performance criteria (FiO2, flow resistance) was based on objective, instrument-based measurements. For the "work of breathing," it was based on subjective patient feedback.

    8. The Sample Size for the Training Set

    This device does not involve machine learning or AI, so there is no training set and therefore no sample size for such a set.

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

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

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