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510(k) Data Aggregation

    K Number
    K171488
    Date Cleared
    2017-11-27

    (189 days)

    Product Code
    Regulation Number
    886.4390
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K081704, K071687

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

    Pattern Scanning Laser Trabeculoplasty (PSLT) software is intended for use with the PASCAL Streamline for procedures in trabeculoplasty in open angle glaucoma.

    Device Description

    Pattern Scanning Laser Trabeculoplasty (PSLT) is a software option for the currently marketed PASCAL Streamline (K100019 and K111108). It represents an enhancement intended to simplify the laser trabeculoplasty procedure by applying a fixed pattern of locations to the trabecular meshwork instead of a single spot. Additionally, this modification offers greater multi-functionality for the management of glaucoma. PSLT provides rapid, defined, uniform and minimally traumatic (sub-visible) computer-guided treatment with exact abutment of the patterns readily align to the trabecular meshwork, allowing more rapid and easier applications. Once the software is enabled, the PSLT feature is always available.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and study information for the PSLT for PASCAL Streamline device, based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria (Clinical Endpoints)Reported Device Performance
    Primary Endpoint: Change in IOP from baseline to 1-month post-surgery as measured by tonometry.The clinical investigation supported the indications for use by achieving clinical endpoints. "Both laser modalities [PSLT and SLT (implied from the study design where patients received both treatments)] had similar safety and efficacy profiles." The sample size calculation aimed to "reject the null hypothesis of an inter-group IOP difference of 3 mmHg."
    Secondary Endpoint: Success at 1-month post-surgery as measured by tonometry and CLS derived parameters.The clinical investigation supported the indications for use by achieving clinical endpoints. "Both laser modalities had similar safety and efficacy profiles."
    Overall Safety and Effectiveness"Clinical study conclusion confirms that the device is safe and effective as used according to the instructions for use."

    Note: The document generally states that the device met the clinical endpoints and had similar safety and efficacy profiles to the comparator, but it does not provide specific numerical values for the achieved IOP reduction or success rate for the PSLT device itself. It only mentions the target difference for the sample size calculation (an inter-group IOP difference of 3 mmHg).

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

    • Sample Size (Test Set): 58 eyes.
    • Data Provenance: The study was a "prospective, randomized, controlled study" of patients with open-angle glaucoma. The text does not explicitly state the country of origin, but it implies a single investigational site ("standard criteria of the investigational site"). The study design describes patients requiring bilateral laser trabeculoplasty, suggesting each patient received both PSLT and a comparator treatment (likely standard SLT, though not explicitly named as "SLT" in the study design section, it's mentioned in inclusion/exclusion for prior procedures).

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

    The document does not provide details on the number of experts or their qualifications specifically used to establish ground truth for the test set beyond the general term "observational site" and patients' diagnosis of open angle glaucoma. Clinical endpoints were measured by tonometry and CLS derived parameters. It is implicitly assumed that ophthalmologists or trained clinical staff performed these measurements.

    4. Adjudication Method for the Test Set

    The document does not explicitly state an adjudication method.

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

    No, a Multi-Reader Multi-Case (MRMC) comparative effectiveness study was not explicitly mentioned or described. The clinical study was a patient-level comparative effectiveness study comparing two laser modalities (PSLT and an implied standard SLT) on clinical outcomes (IOP reduction and success rates), not a diagnostic study evaluating reader performance with or without AI assistance.

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

    No, the PSLT software is an enhancement to the PASCAL Streamline laser system, simplifying the laser application procedure. It assists the clinician in applying the laser, rather than performing an autonomous diagnostic or treatment decision. Therefore, a standalone performance study in the sense of an "algorithm-only" diagnostic AI was not applicable or performed.

    7. Type of Ground Truth Used

    The ground truth for the clinical study was based on clinical outcomes data measured directly from patients:

    • Change in Intraocular Pressure (IOP) from baseline, measured by tonometry.
    • "Success" at 1-month post-surgery, measured by tonometry and CLS derived parameters.

    8. Sample Size for the Training Set

    The provided text does not mention a training set because the PSLT is a software option for a laser surgical instrument, simplifying treatment delivery. It's not a machine learning model that requires a distinct training and test set in the traditional sense of AI diagnostics. The software capabilities were validated through a clinical performance study.

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

    As no training set is mentioned or implied for an AI/ML model, the establishment of ground truth for a training set is not applicable here. The software's functionality was validated through engineering verification and validation, as well as the clinical study described.

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