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510(k) Data Aggregation

    K Number
    K230598
    Date Cleared
    2023-09-12

    (193 days)

    Product Code
    Regulation Number
    876.5010
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    Jiangsu Vedkang Medical Science and TechnologyCo.,Ltd

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

    Endoscopic removal of stones in the biliary system and foreign bodies.

    Device Description

    The Stone Extraction Baskets is a sterile, single use device compatible with the accessory channel of endoscopes (Minimum Endoscope Channel Inner Diameter: 2mm and 2.8mm).

    Diameters of Outer Tube of the device are 1.8mm and 2.3mm, working lengths are 700mm,200mm and 2300mm, and open widths are 10mm, 15mm, 20mm,35mm,40mm, and the devices have eight types of baskets and two kinds of handles (single hand type and two hands type).

    It is comprised of guiding head (stainless steel/nitinol), pulling wire (stainless steel), outer tube(PTFE) and handle components (ABS, stainless steel and etc.). Basket is advanced out of and retracted into the polytetrafluoroethylene outer tube using the handle. The device is not compatible with any mechanical lithotripter.

    AI/ML Overview

    This document is a 510(k) summary for a medical device called "Stone Extraction Baskets." It details the device's characteristics and compares it to a predicate device to establish substantial equivalence for FDA clearance.

    Here's an analysis of the provided text in relation to your questions:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not explicitly state quantitative acceptance criteria for device performance. Instead, it lists the types of non-clinical bench tests performed and concludes that the device "meets the performance criteria required to fulfill the intended use of the device."

    Test CategoryAcceptance Criteria (Not explicitly stated as quantitative values)Reported Device Performance (Implied as "passed")
    SterilizationMust ensure sterility (implied)Meets performance criteria required for intended use (implied, as sterilization is a prerequisite for a sterile device)
    Shelf LifeMust maintain integrity and functionality over its shelf lifeMeets performance criteria required for intended use (implied)
    BiocompatibilityMust be biocompatible with the human body (implied)Meets performance criteria required for intended use (implied)
    Endoscope insertion removalDevice must withstand repeated insertion/removal from endoscopePassed durability test
    Durability test
    Dimension testDimensions must conform to specificationsPassed dimension test
    Tensile strength testComponents must withstand specified tensile forcesPassed tensile strength test
    Operational performance testDevice must function as intended (e.g., basket deployment)Passed operational performance test (including flexibility)
    (Flexibility Testing included)
    Stone and Foreign Body CaptureDevice must effectively capture stones and foreign bodiesPassed stone and foreign body capture test
    Test

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

    The document does not provide details on sample sizes used for the non-clinical bench tests. It only lists the types of tests performed. There is no information about data provenance (country of origin, retrospective/prospective) because this document describes a pre-market submission, not a clinical study involving patient data. The tests are bench tests performed on the device itself.

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

    This information is not applicable to the provided document. The tests described are non-clinical bench tests and do not involve human expert interpretation of data or images to establish a "ground truth" in the same way a clinical diagnostic study would. The performance is assessed against engineering specifications and functional requirements.

    4. Adjudication Method for the Test Set

    This is not applicable. Adjudication methods (like 2+1, 3+1) are typically used in clinical studies involving multiple expert readers to resolve discrepancies in diagnoses or assessments. The tests described here are physical and functional assessments of the device.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done

    No, an MRMC comparative effectiveness study was not done. The document focuses on establishing substantial equivalence through bench testing, not on comparing human reader performance with and without AI assistance. This device is a manual tool (stone extraction basket), not an AI-powered diagnostic or assistive technology.

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

    No, a standalone algorithm performance study was not done. This device is a physical medical instrument, not an algorithm or software. Its operation inherently involves a human operator (a clinician).

    7. The Type of Ground Truth Used

    The concept of "ground truth" as pathology, outcomes data, or expert consensus is not directly applicable to the bench tests described. For these engineering and functional tests, the "ground truth" is typically defined by:

    • Engineering specifications: (e.g., dimensions, tensile strength).
    • Functional requirements: (e.g., successful capture of a simulated stone, ability to pass through an endoscope).
    • Regulatory standards: (e.g., biocompatibility testing according to ISO standards, sterility assurance level).

    8. The Sample Size for the Training Set

    There is no mention of a training set sample size because this device is not an AI/ML algorithm that requires training data.

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

    This question is not applicable as the device is not an AI/ML algorithm requiring a training set with established ground truth.

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