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510(k) Data Aggregation

    K Number
    K001185
    Manufacturer
    Date Cleared
    2000-06-23

    (73 days)

    Product Code
    Regulation Number
    878.5010
    Reference & Predicate Devices
    N/A
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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    K Number
    K000537
    Date Cleared
    2000-04-27

    (70 days)

    Product Code
    Regulation Number
    878.5010
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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    K Number
    K993997
    Device Name
    POLYPROPYLENE
    Date Cleared
    2000-02-04

    (72 days)

    Product Code
    Regulation Number
    878.5010
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    POLYPROPYLENE is indicated for use in general soft tissue approximation and/or ligation, including use in cardiovascular, ophthalmic and neurological procedures.

    Device Description

    POLYPROPYLENE is a nonabsorbable sterile surgical monofilament suture composed of flexible thread prepared from Long-chain polyolefin polymer known as polypropylene and is indicated for use in general soft tissue approximation and/or ligation, including use in cardiovascular, ophthalmic and neurological procedures. POLYPROPYLENE meets all requirements as described in the United States Pharmacopeia (U.S.P.) monograph for Nonabsorbable Surgical Suture. Offered as monofilament in form, it maybe offered undyed or dyed with an FDA listed color additive, either D&C Blue No. 6, (21CFR74.3106) or D&C Blue No. 6 (21CFR74.3106) or [Phthalocyaninato(2-)] copper (21CFR74.3045). It will be offered with or without standard needles attached.

    AI/ML Overview

    This document describes the safety and effectiveness of the POLYPROPYLENE surgical suture. Due to the nature of the device (a surgical suture), the study criteria and results are focused on physical and material properties rather than AI/software performance. Therefore, many of the requested numbered points, typically applicable to AI/ML-based medical devices, are not relevant or cannot be found in this document.

    Here's the relevant information based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria (Set by U.S.P. Standards)Reported Device Performance
    Suture Diameter meets U.S.P. RequirementsMeets U.S.P. Requirements
    Suture Length meets U.S.P. RequirementsMeets U.S.P. Requirements
    Knot Pull Tensile Strength meets U.S.P. RequirementsMeets U.S.P. Requirements
    Needle Attachment Strength meets U.S.P. RequirementsMeets U.S.P. Requirements
    Material: Long-chain polyolefin polymer known as polypropyleneLong-chain polyolefin polymer known as polypropylene
    Not absorbed and no significant change in tensile strength retention in vivoNot absorbed and no significant change in tensile strength retention known to occur in vivo
    Sterilization Method (Same or equivalent to predicate device)Gamma Irradiation
    Packaging (Same or equivalent to predicate device)Dry packaged in Aluminum Foil and Polyester tear open packaging.
    Labeling Conformance (CDRH instructions, FDA Guidance documents)In conformance with CDRH instructions and FDA Guidance documents

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

    The document does not specify a distinct "test set" sample size in the context of typical AI/ML studies. Instead, it refers to non-clinical testing performed to prove conformance to U.S.P. standards. The data provenance would be from laboratory testing of the POLYPROPYLENE suture. The country of origin of the data is not explicitly stated but implies testing was conducted by or for T.CAD International, which is based in Chicago, IL, USA. The testing is prospective in the sense that it was conducted on the manufactured device to demonstrate compliance.

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

    This point is not applicable. For a physical device like a surgical suture, "ground truth" is established by manufacturing specifications and adherence to recognized performance standards (U.S.P. in this case), not by expert human interpretation of data.

    4. Adjudication method for the test set

    This point is not applicable. Adjudication methods like 2+1 or 3+1 are used in studies involving human interpretation of medical images or data. For physical product performance, results are based on objective measurements against engineering and material science standards.

    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 point is not applicable. The device is a surgical suture, not an AI-assisted diagnostic or decision-support system involving human readers.

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

    This point is not applicable. The device is a surgical suture, not an algorithm.

    7. The type of ground truth used

    The ground truth for the device's performance is based on United States Pharmacopeia (U.S.P.) standards for Nonabsorbable Surgical Suture. These are widely recognized and established performance benchmarks and specifications for medical devices.

    8. The sample size for the training set

    This point is not applicable. The device is a physical product, not an AI/ML model that requires a training set.

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

    This point is not applicable. There is no training set for this type of device. The specifications and performance requirements are defined by the U.S.P. monograph.

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    K Number
    K962971
    Manufacturer
    Date Cleared
    1996-09-16

    (47 days)

    Product Code
    Regulation Number
    878.3300
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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    K Number
    K961389
    Date Cleared
    1996-06-18

    (69 days)

    Product Code
    Regulation Number
    878.5010
    Reference & Predicate Devices
    N/A
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Polypropylene nonabsorbable surgical sutures, USP are indicated for use in general soft tissue approximation and/or ligation, including use in cardiovascular, ophthalmic and neurological procedures.

    Device Description

    Polypropylene nonabsorbable surgical sutures, USP, manufactured by R. K. Medical L. L. C. are equivalent to Surgilene™ polypropylene nonabsorbable surgical sutures manufactured by Davis+Geck.

    The Polypropylene sutures manufactured by R. K. Medical and D+G are monofilament and are dyed blue [ phthalocyaninato (2--) | copper .

    AI/ML Overview

    The provided text is a 510(k) summary for R. K. Medical's Polypropylene Nonabsorbable Surgical Sutures. This document aims to demonstrate the substantial equivalence of their sutures to an existing predicate device (Surgilene™ polypropylene nonabsorbable surgical sutures by Davis+Geck).

    However, the information provided does not contain a description of an AI-powered device or a study involving AI. All the details pertain to a traditional medical device (surgical sutures) and its comparison to a predicate device based on physical characteristics and performance in accordance with USP standards.

    Therefore, I cannot fulfill the request to describe acceptance criteria and a study that proves an AI device meets those criteria, nor can I provide information about sample sizes for test/training sets, expert ground truth, MRMC studies, or standalone algorithm performance, as these concepts are not applicable to the provided document.

    The document discusses:

    • Acceptance Criteria (implied): Meeting or exceeding USP XXIII specifications for suture diameter, suture length, knot pull tensile strength, and needle attachment strength.
    • Device Performance: The R. K. Medical polypropylene sutures "meet or exceed U.S.P. specifications and are equivalent in terms of the above parameters to polypropylene sutures manufactured by Davis+Geck."
    • Study: The "Testing of suture diameter, suture length, knot pull tensile strength and needle attachment strength according to methods outlined in USP XXIII."

    But, as stated, this is for a physical medical device, not an AI device.

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