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510(k) Data Aggregation

    K Number
    K110257
    Date Cleared
    2011-05-06

    (98 days)

    Product Code
    Regulation Number
    876.1500
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    DIAMOND-FLEX(R) GRASPERS

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

    Diamond-Flex® Graspers and Dissectors are designed to transmit grasping force through delicate working tips in both minimally invasive and open surgical procedures.

    Device Description

    Each Diamond-Flex® Grasper and Dissector is comprised of a handle assembly, an elongate shaft and a 'distal end' which comprises a segmented flexible portion and the end-effector or jaw pattern.

    AI/ML Overview

    Here's an analysis of the provided information regarding the Diamond-Flex® Graspers, focusing on the acceptance criteria and the study proving its performance:

    1. Table of Acceptance Criteria and Reported Device Performance

    CharacteristicAcceptance Criteria (Standard/Test/FDA Guidance)Reported Device Performance (Results Summary)
    Maintains pneumoperitoneumPneumo-peritoneum TestPASS
    Articulation system strengthShape Forming Verification TestPASS
    Actuation system strengthCrimp Strength TestPASS
    Instrument to withstand repeated usesRepeated Simulated Use TestPASS
    Instrument to meet customer needs for grasping, dissecting, and providing sufficient rigidity to the user in the actuated stateCustomer Evaluation ReportPASS

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

    The provided document does not specify the exact sample sizes used for each of the non-clinical tests. It only lists the tests performed and their outcomes ("PASS").

    Regarding data provenance, these are non-clinical bench tests and simulations, not human clinical data. Therefore, concepts like country of origin for data or retrospective/prospective study design are not applicable in this context.

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

    For the "Customer Evaluation Report" which assesses customer needs for grasping, dissecting, and rigidity, it implies feedback from users (customers). However, the document does not specify the number of "experts" (e.g., surgeons, medical professionals) involved in this evaluation, nor their specific qualifications.

    For the other tests (Pneumo-peritoneum, Shape Forming, Crimp Strength, Repeated Simulated Use), the "ground truth" is established by direct measurement against engineering specifications and performance standards. No human experts are explicitly mentioned as establishing ground truth for these objective functional tests.

    4. Adjudication Method for the Test Set

    The document does not mention any adjudication method for the test set. Given that most tests are objective engineering performance tests with pass/fail criteria, an adjudication method for conflicting results would likely not be necessary unless specific subjective assessments were performed by multiple individuals.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    A Multi-Reader Multi-Case (MRMC) comparative effectiveness study was not conducted or reported in this 510(k) summary. This type of study is typically for image-based diagnostic or screening devices to assess human reader performance with and without AI assistance. This device is a surgical instrument.

    6. Standalone (Algorithm Only Without Human-in-the-Loop Performance) Study

    This device, the Diamond-Flex® Graspers, is a physical surgical instrument, not an algorithm or AI system. Therefore, the concept of a "standalone" or "algorithm only" performance study is not applicable. The performance studies conducted evaluate the mechanical and functional integrity of the instrument itself.

    7. Type of Ground Truth Used

    The ground truth for the tests used in this submission are primarily:

    • Engineering Specifications / Performance Standards: For tests like pneumoperitoneum, articulation system strength, actuation system strength, and repeated simulated use, the "ground truth" is defined by pre-established performance metrics and thresholds that the device must meet to be considered functional, safe, and effective.
    • Customer Needs/Feedback: For the "Customer Evaluation Report," the ground truth is derived from the stated or perceived needs and expectations of the end-users (customers/surgeons) regarding the device's functional performance in a surgical context.

    8. Sample Size for the Training Set

    This device is a physical medical instrument developed through engineering and manufacturing processes, not an AI/ML algorithm that requires training data. Therefore, the concept of a "training set" and its sample size is not applicable to this 510(k) submission.

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

    As explained above, there is no training set for this type of device. Therefore, the method for establishing ground truth for a training set is not applicable.

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