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510(k) Data Aggregation

    K Number
    K253376
    Date Cleared
    2025-10-30

    (30 days)

    Product Code
    Regulation Number
    870.3300
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The OBSIDIO™ Conformable Embolic is indicated for use in the embolization of:

    • Hypervascular tumors
    • Blood vessels to occlude blood flow for controlling bleeding/hemostasis in the peripheral vasculature
    Device Description

    The OBSIDIO™ Conformable Embolic is a premixed embolic agent consisting of pre-hydrated gelatin and layered silicate, and tantalum powder (to provide for visualization under fluoroscopy). Obsidio Embolic is delivered directly through a microcatheter into the blood vessel to block blood flow to target tissue without relying on precipitation or polymerization. The material conforms to the shape of the vessel. Obsidio Embolic is packaged in a 1 mL (1 cc) syringe. The device is supplied as a sterile, single use product.

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

    The Moses fibers are intended for use with compatible laser systems in surgical procedures involving endoscopic ablation, vaporization, excision, incision, coagulation of soft tissue, and lithotripsy of calculi in the medical specialty of urology.

    Device Description

    The Moses D/F/L Laser Fibers are single-use, straight-firing delivery devices that transfer laser energy from the laser console to the treatment site. The laser energy travels within the fiber's silica glass core and exits through the distal end of the fiber. The Moses 200 D/F/L Fiber consists of a Ball Tip which aids in the passability of the small core fiber through a deflected flexible endoscope. Moses 365 D/F/L and Moses 550 D/F/L Fibers have a flat distal tip. The Moses Fibers also include an embedded RFID Chip, allowing the Laser Console to recognize fibers and limits the fibers to a single use. The Moses fibers are available in a single, box-one configurations. The Moses fibers are compatible with the (Lumenis) Pulse 120 Laser System, used for the energy delivery of the Holmium Laser Energy (Ho:YAG) from the Console. All Moses fibers have a 3-year shelf life and are provided EtO Sterilized.

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    K Number
    K252547
    Date Cleared
    2025-10-28

    (77 days)

    Product Code
    Regulation Number
    892.2050
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The TheraSphere 360™ Y-90 Management Platform includes Treatment Planning and Activity Calculation functionalities as optional interactive tools intended for calculating the activity of TheraSphere Microspheres required at treatment time based upon the desired dose, lung shunt fraction, anticipated residual waste, and liver mass.

    The Treatment Planning and Activity Calculation functionalities include features to aid in TheraSphere Microspheres dose vial selection.

    Additionally, the TheraSphere 360 Platform includes optional post-treatment analysis functionalities to be used following treatment with TheraSphere Microspheres. For post-TheraSphere Microspheres treatment, the TheraSphere 360 Platform should only be used for the retrospective determination of dose and should not be used to prospectively calculate dose or for pre-treatment planning when there is a need for retreatment using TheraSphere Microspheres.

    Device Description

    The TheraSphere 360 Y-90 Management Platform is an end-to-end, browser-based platform that will host a wide range of resources (e.g. radioembolization activity calculations, ordering, tracking, and education) that support Authorized Users of TheraSphere Microspheres.

    The TheraSphere 360 Platform includes treatment planning functionality, activity calculation functionality, vial selection and ordering, and post-treatment analysis functionality. The treatment planning functionality and the activity calculation functionality include an interactive tool intended for calculating the activity of TheraSphere Microspheres required at the treatment time based upon the desired dose, lung shunt fraction, anticipated residual waste, and liver mass.

    The Vial Selector function allows users to select and order TheraSphere Microspheres dose vials from inventory that match desired results.

    The post-treatment analysis functionality is intended as an optional tool for post-treatment evaluation following TheraSphere Microspheres treatment.

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    K Number
    K252910
    Manufacturer
    Date Cleared
    2025-10-09

    (27 days)

    Product Code
    Regulation Number
    876.1500
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Orca Air/Water Valve is intended to be used to control the air/water function on an endoscope during a GI (gastrointestinal) endoscopic procedure.

    The Orca Suction Valve is intended to be used to control the suction function on an endoscope during a GI endoscopic procedure.

    Device Description

    Orca Air/Water and Suction Valves are endoscopic channel accessories that attach to the Air/Water and Suction ports on the endoscope handle to control the amount of air/water flow and suction of an endoscope.

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    K Number
    K252921
    Date Cleared
    2025-09-26

    (14 days)

    Product Code
    Regulation Number
    874.4680
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    These single-use biopsy forceps are specifically designed to collect tissue endoscopically for histologic examination. These forceps should not be used for any purpose other than their intended function.

    Device Description

    The Radial Jaw™ 4 Pulmonary Biopsy Forceps (RJ4 Pulmonary) is a sterile, single-use device. The RJ4 Pulmonary Biopsy Forceps are available in two jaw sizes: RJ4 Pulmonary Large Capacity is compatible with a 2.8 mm or larger working channel endoscope and the RJ4 Pulmonary Standard Capacity is compatible with a 2.0 mm or larger working channel endoscope. The RJ4 Pulmonary Large Capacity is only available without a needle. The RJ4 Pulmonary Standard Capacity is available with or without a needle. Both the RJ4 Pulmonary Large Capacity and Standard Capacity devices have a 100cm working length, and are offered in Box 5 and Box 20 packaging configurations.

    To operate the device, the user slides the spool back and forth over the handle body to open and close the jaws. The spool simultaneously actuates the dual pull wires, each of which run the length of the device and terminate with a connection to the jaw. The dual pull wire design allows the jaws to pivot, thus enabling tissue acquisition with a tangential approach if desired. Using RJ4 Pulmonary Biopsy Forceps the user can obtain a tissue sample by opening the jaws, pressing the jaws against the biopsy site, closing the jaws, and pulling the jaws away from the biopsy site.

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

    The LithoVue Elite Digital Flexible Ureteroscope System is intended to be used to visualize organs, cavities and canals in the urinary tract (urethra, bladder, ureter, calyces and renal papillae) via transurethral or percutaneous access routes. It can also be used in conjunction with endoscopic accessories to perform various diagnostic and therapeutic procedures in the urinary tract.

    Device Description

    The LithoVue Elite Digital Flexible Ureteroscope System is a software-controlled digital flexible ureteroscope system that consists of the StoneSmart™ Connect Console (cleared under K233645 on 12-DEC-2023) and the LithoVue™ Elite Single-Use Digital Flexible Ureteroscope (with and without pressure monitoring) (cleared under K241598 on 01-JUL-2024). The LithoVue Elite Digital Flexible Ureteroscope System is designed to allow the physician to access, visualize and perform procedures in the urinary tract.

    The proposed device within the scope of this Special 510(k) premarket notification is LithoVue Elite Single-Use Digital Flexible Ureteroscope with Pressure Monitoring (referred hereafter as "ureteroscope" for brevity).

    The proposed design changes to the ureteroscope include an updated pressure sensor assembly, along with modifications to the other device components such as the distal tip and PCBA to ensure compatibility with the new sensor assembly. The new pressure sensor is functionally equivalent to the currently used sensor assembly; however, its integration results in changes to patient-contacting materials.

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    K Number
    K252593
    Date Cleared
    2025-09-12

    (28 days)

    Product Code
    Regulation Number
    870.1025
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The LUX-Dx Insertable Cardiac Monitor (ICM) is intended to monitor and record subcutaneous electrocardiogram (S-ECG). The recorded S-ECG is used for the clinical evaluation and diagnosis of cardiac arrhythmias. The LUX-Dx is indicated for use in patients that have a known heart condition and are at risk of developing an abnormal heart rhythm, or have symptoms that may suggest a cardiac arrhythmia, such as dizziness, palpitations, syncope, chest pain, and/or shortness of breath. The LUX-Dx ICM is indicated for atrial fibrillation monitoring in patients that have been previously diagnosed or treated for atrial fibrillation.

    Device Description

    The LUX-Dx II and LUX-Dx II+ ICM devices evaluate S-ECG waveform data for indications of cardiac arrhythmias and "marks" the S-ECG signal for clinical presentation and evaluation when the algorithm criteria are met. The ICM device is inserted into the subcutaneous layer of the fourth intercostal space of the left chest wall. The ICM device is powered by an integrated battery. The LUX-Dx system includes the following main components:

    • ICM device - a subcutaneously-implanted cardiac monitor device for cardiac arrhythmia event data collection and transmission. In addition, symptom events are collected and transmitted from the device.
    • Mobile Monitor (MM) - mobile applications (myLUX™ Patient app and LUX-Dx™ Clinic Assistant app) running on an OTS mobile device that communicates with the ICM device (using Bluetooth Low Energy (BLE)) and the LATITUDE Clarity™ server (using cellular/Wi-Fi) for collection and transmission of event, patient, and device data.
    • LATITUDE Clarity™ server - a server that communicates with the Mobile Monitor for bidirectional data transmission and provides web access for clinicians to perform remote monitoring activities and manage general patient and system parameters and workflow activities.
    • System Accessories - for insertion of the ICM device, an insertion tool and incision tool are provided. In addition, a magnet is provided to initiate ICM/MM app communication.
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    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Boston Scientific RFG-X1 (GX1) Radiofrequency Generator is indicated for use in procedures to create radiofrequency lesions for the treatment of pain, or for lesioning nerve tissue for functional neurosurgical procedures. The Boston Scientific GX1 Radiofrequency Generator is used with separately approved Boston Scientific Radiofrequency Probes

    Device Description

    The Boston Scientific GX1 Radiofrequency (RF) Generator is a 50W RF lesion generator that supplies electrical power to associated RF Probes. During RF energy delivery, power is continuously monitored and controlled, based on temperature and impedance measurements at the treatment site, to ensure proper operation. The GX1 Generator is a product line extension of the Boston Scientific G4 Radiofrequency Generator which is FDA approved under 510(k) K082051.

    The GX1 Generator is a small, portable unit (14.3" W x 10.8" H x 12.5" D, 24lbs) that can accommodate line Voltage between 100 and 240 Volts. The GX1 Generator has advanced functionality and a Graphical User Interface (UI) equivalent to the Boston Scientific RF Generator, its predicate device.

    AI/ML Overview

    The provided FDA 510(k) clearance letter describes a medical device, the Boston Scientific GX1 Radiofrequency Generator, and its performance testing. However, the document does not contain information related to acceptance criteria, a study proving the device meets those criteria, or details regarding AI/ML components.

    The GX1 Radiofrequency Generator is a hardware device used to create radiofrequency lesions, not a software or AI/ML device that would typically have acceptance criteria based on diagnostic performance metrics (like sensitivity, specificity, AUC) and require a clinical study with a test set, ground truth, and expert adjudication.

    Therefore, I cannot fulfill most of your request as the information is not present in the provided text.

    Here's a breakdown of what can be extracted and what is missing based on the prompt's requirements:


    1. Table of Acceptance Criteria and Reported Device Performance

    • Acceptance Criteria: Not explicitly stated as specific numerical targets for performance metrics like accuracy, sensitivity, or specificity. Instead, the acceptance criteria are implicitly "Pass" for compliance with electrical safety standards, electromagnetic compatibility, and various design verification tests.
    • Reported Device Performance:
    Test CategoryTest Method Summary / Specific TestsReported Performance
    Electrical SafetyType testing/conformity testing per IEC 60601-1 Ed. 3.2: Medical electrical equipment - Part 1: General requirements for basic safety and essential performance Type testing/conformity testing per IEC 60601-2-2:2017/AMD1:2023, Edition 6.1 – Medical electrical equipment - Part 2-2: Particular requirements for the basic safety and essential performance of high frequency surgical equipment and high frequency surgical accessoriesPass
    Electromagnetic Compatibility (EMC)Type testing/conformity testing per IEC 60601-1-2 Ed. 4.1: Medical electrical equipment - Part 1-2: General requirements for basic safety and essential performance - Collateral Standard: Electromagnetic disturbances - Requirements and testsPass
    Performance Testing (Bench)- RF Power vs Load Curve - RF Output Voltage Measurement - RF Output Current Measurement - RF Output Impedance Measurement - RF Ramp Rate Control - Stimulation Output Voltage - Stimulation Output Current - Ablation Temperature Measurement - Contact Quality MeasurementPass
    Packaging TestingConform to ASTM D4169 Standard Practice for performance testing of shipping containers and systemsPass
    Mechanical Testing- Tamper Resistant screws - Cleaning Test - Drop Test - Impact Test - Flammability - Overbalance - Durable Labels - Ingress Protection - Operational conditions (Temperature, Pressure and Humidity)Pass
    Lesion Size Comparison TestCompare lesions size in homogenous tissue using G4 (Predicate) vs GX1 SystemPass
    Dimension and WeightMeet dimensional and weight specifications per product specificationPass
    Software Verification- User Workflow and Information Display - Touch Screen - Error Display - Report/Diagnose Logging - Security - Language Translation - Therapy TemplatePass

    Missing Information (Not present in the provided document):

    1. Sample size used for the test set and the data provenance: Not applicable for this type of hardware device testing. There isn't a "test set" in the context of clinical data for diagnostic performance.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable. Ground truth for hardware performance is typically established through engineering specifications, calibrated measurements, and adherence to international standards.
    3. Adjudication method: Not applicable.
    4. If a multi-reader multi-case (MRMC) comparative effectiveness study was done, and the effect size of how much human readers improve with AI vs without AI assistance: Not applicable, as this is not an AI/ML device.
    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable, as this is not an AI/ML algorithm.
    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc.): The ground truth used for these technical tests are established engineering specifications, physical measurements, and compliance with recognized industry standards (e.g., IEC standards for electrical safety and EMC, ASTM for packaging).
    7. The sample size for the training set: Not applicable, as this is not a machine learning device that requires a training set.
    8. How the ground truth for the training set was established: Not applicable.

    Summary of the Study:

    The Boston Scientific GX1 Radiofrequency Generator underwent a series of non-clinical bench testing to demonstrate its performance, safety, and effectiveness. These tests included:

    • Electrical Safety Testing: To ensure compliance with IEC 60601-1 and IEC 60601-2-2.
    • Electromagnetic Compatibility (EMC) Testing: To confirm compliance with IEC 60601-1-2.
    • Performance Testing: A range of specific tests covering RF power, voltage, current, impedance, temperature measurement/control, stimulation output, contact quality measurement, and lesion size comparison with the predicate device (G4 RF Generator) in "homogenous tissue."
    • Packaging Testing: To ensure integrity during shipping.
    • Mechanical Testing: Covering various physical durability and environmental factors.
    • Software Verification: To confirm user interface, error handling, security, and other software functionalities.

    All tests "Passed," indicating that the device met its design input requirements and compliance standards. The study's conclusion was that the GX1 Generator is substantially equivalent to its predicate device (K082051) based on indications for use, technological characteristics, and acceptable results from verification and validation testing.

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    K Number
    K251759
    Date Cleared
    2025-07-09

    (30 days)

    Product Code
    Regulation Number
    878.4810
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Flexiva Pulse and Flexiva Pulse TracTip laser fibers are intended to be used as a device that transmits Ho:YAG laser energy from cleared laser consoles to urological anatomy. Flexiva Pulse and Flexiva Pulse TracTip laser fibers are indicated for urologic applications for which the laser systems are cleared, limited to endoscopic procedures involving vaporization, ablation, hemostasis, coagulation, excision, resection, incision of soft tissue, and lithotripsy of urinary calculi. The fiber is designed for use with a standard SMA-905 connector and has been cleared for surgical use.

    Flexiva Pulse ID and Flexiva Pulse ID TracTip laser fibers are intended to be used as a device that transmits Ho:YAG laser energy from cleared laser consoles to urological anatomy. Flexiva Pulse ID and Flexiva Pulse ID TracTip laser fibers are indicated for urologic applications for which the laser systems are cleared, limited to endoscopic procedures involving vaporization, ablation, hemostasis, coagulation, excision, resection, incision of soft tissue, and lithotripsy of urinary calculi. The fiber is designed for use with a standard SMA-905 connector and has been cleared for surgical use

    Device Description

    Flexiva Pulse, Flexiva Pulse TracTip, Flexiva Pulse ID and Flexiva Pulse ID TracTip Single Use Laser Fibers are fiber optic laser energy delivery devices consisting of a SMA connector (Black Hole design), and an ETFE jacketed silica core fiber. Flexiva Pulse and Flexiva Pulse ID fibers are equipped with a polished, flat output tip (242µm, 365µm, 550µm and 910µm size) and the Flexiva Pulse TracTip and Flexiva Pulse ID TracTip fibers are equipped with a polished and reinforced ball-shaped output tip (242µm size).

    These fibers may be used in a variety of laser-based surgical cases. For Flexiva Pulse ID laser fibers, an RFID (Radio-frequency identification) tag enables read/write data storage for compatible RFID-equipped laser systems (closed systems).

    AI/ML Overview

    The provided FDA 510(k) clearance letter and summary for the Flexiva Pulse Laser Fibers does not contain the detailed information necessary to answer all sections of your request regarding acceptance criteria and study particulars for a medical device. This document is a premarket notification for laser fibers, which are physical components and not typically subject to the same kind of performance studies as, for example, an AI diagnostic algorithm.

    Specifically, it lacks information about:

    • Acceptance Criteria for a diagnostic output: As the device is a laser fiber for surgical use, its "performance" is about its physical properties and ability to transmit laser energy, not diagnostic accuracy.
    • Study proving device meets acceptance criteria in the context of diagnostic accuracy.
    • Sample sizes for test sets, data provenance, number of experts for ground truth, adjudication methods, MRMC studies, standalone performance, type of ground truth for test and training sets, and training set sample size and ground truth establishment for AI-based devices. These are all concepts related to clinical performance evaluation, particularly for AI/Machine Learning devices, which is not the nature of the Flexiva Pulse Laser Fibers.

    The document does describe performance testing related to the physical and functional attributes of the laser fiber. I will present the information contained in the document that most closely aligns with the spirit of your request, interpreting "acceptance criteria" and "reported device performance" in the context of a physical medical device.


    Overview of Device Performance and Testing (Flexiva Pulse Laser Fibers)

    The document describes a Special 510(k) submission for the Flexiva Pulse Laser Fibers, indicating that it is a modification to a previously cleared device (predicate device K210925). The core of the submission is to demonstrate substantial equivalence to the predicate device, primarily due to a "secondary coating resin material change." Therefore, the "study" described is focused on validating that this material change does not negatively impact the critical performance characteristics of the laser fiber.

    1. Table of Acceptance Criteria and Reported Device Performance

    Given the nature of the device (laser fiber), the "acceptance criteria" and "reported device performance" are related to its functional integrity and safety. These are not performance metrics like sensitivity, specificity, or accuracy, which would be relevant for a diagnostic AI device.

    Characteristic TestedDescription / Acceptance Standard (Implicit)Reported Device Performance
    Bent TransmissionEnsure efficient laser energy transmission even when bent, indicating fiber integrity and stability.Successfully passed (implied by "Design Verification was executed to support the safe and effective use").
    Fiber Durability while FiringMaintain structural integrity and performance during active laser firing, resisting degradation.Successfully passed (implied by "Design Verification was executed to support the safe and effective use").
    Fiber Connector TemperatureMaintain connector temperature within safe limits during operation to prevent overheating.Successfully passed (implied by "Design Verification was executed to support the safe and effective use").
    Laser System Output AccuracyEnsure the fiber accurately transmits the intended laser energy output without significant loss or alteration.Successfully passed (implied by "Design Verification was executed to support the safe and effective use").
    BiocompatibilityNo new biocompatibility risks from the material change.Concluded that "there are no biocompatibility risks associated with the proposed Flexiva Pulse/ ID Laser Fiber."

    2. Sample Size for the Test Set and Data Provenance

    The document does not specify the exact sample sizes (e.g., number of fibers tested) for the performance tests (Bent Transmission, Fiber Durability, etc.). It generally states that a "Design Verification was executed." The data provenance is internal testing performed by Boston Scientific Corporation. The studies are by nature prospective in the sense that they are performed on newly manufactured devices with the changed coating resin material to verify their performance. There is no mention of country of origin for test data, but it would typically be conducted at the manufacturer's R&D facilities.

    3. Number of Experts Used to Establish Ground Truth and Qualifications

    Not applicable. This is not a diagnostic device where expert ground truth is established for clinical outcomes or interpretations. The "ground truth" for the performance tests mentioned above would be engineering and physical measurement standards.

    4. Adjudication Method

    Not applicable. This is not a diagnostic device requiring adjudication of clinical interpretations.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done

    No. This type of study is for evaluating human performance (e.g., diagnostic accuracy) with and without AI assistance, which is irrelevant for a laser fiber.

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

    No. This refers to the performance of a diagnostic algorithm without human intervention, which is not applicable to a laser fiber.

    7. The Type of Ground Truth Used

    For the physical performance tests:

    • Engineering Specifications/Standards: The "ground truth" is adherence to predefined engineering specifications for power transmission, temperature limits, durability, etc. These would be established based on industry standards, the predicate device's performance, and safety requirements.
    • Biocompatibility Standards: For biocompatibility, the ground truth is compliance with recognized biological evaluation standards (e.g., ISO 10993 series), ensuring the materials are safe for human contact.

    8. The Sample Size for the Training Set

    Not applicable. This device is not an AI/Machine Learning algorithm, so there is no "training set."

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

    Not applicable. As there is no training set, there is no ground truth establishment for it.


    Summary of what the document indicates about the "study":

    The study was a "Design Verification" executed by Boston Scientific Corporation to support the "safe and effective use" of the proposed laser fibers after a "secondary coating resin material change." The purpose was to demonstrate that the modified device remains "substantially equivalent" to its predicate device (K210925). The tests involved evaluating the fiber's ability to transmit laser energy (Bent Transmission), its resilience during use (Fiber Durability while Firing), and safety (Fiber Connector Temperature, Laser System Output Accuracy, Biocompatibility). The document implies that all these tests were successfully completed, confirming that the material change did not compromise the device's performance or safety.

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    K Number
    K251291
    Manufacturer
    Date Cleared
    2025-07-03

    (69 days)

    Product Code
    Regulation Number
    876.5010
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Advanix™ Pancreatic Stent and NaviFlex™ Rapid Exchange (RX) Pancreatic Delivery System and Pushers are intended for delivery of the stent to the pancreatic duct (PD):
    • Used to drain pancreatic ducts

    Device Description

    The Advanix™ Pancreatic Stent and NaviFlex™ RX Pancreatic Delivery System and Pushers is a plastic pancreatic stent designed for the delivery of the stent to the pancreatic duct and used to drain pancreatic ducts.

    The pancreatic stents are provided in straight or single pigtail shape. The straight shape stents have trailing barbs and/or leading barbs depending on application, in rounded or tapered leading end tip to facilitate access through papilla, and a rounded trailing end or about the push catheter portion of the delivery system or stent pusher. The single pigtail stent may or may not have leading end barbs depending on application. Some stents have lateral drainage holes in the pigtails, a tapered or rounded leading end tip, and a rounded trailing end. All stents have either an endoscopic or fluoroscopic marker, or both on the trailing or leading end of the stent to assist with depth of placement in the pancreatic duct. The location and presence of an endoscopic or fluoroscopic marker is dependent on the length and diameter size of the stent. Some codes have side port holes in the body of the stent.

    AI/ML Overview

    I regret to inform you that the provided text is a U.S. FDA 510(k) clearance letter and summary for a medical device (Advanix™ Pancreatic Stent and NaviFlex™ Rapid Exchange (RX) Pancreatic Delivery System and Pushers).

    This type of document primarily focuses on demonstrating substantial equivalence to a predicate device based on non-clinical performance bench testing and biocompatibility.

    Crucially, this document does not contain information about clinical studies with human patients, nor does it establish device performance against specific acceptance criteria in a clinical setting.

    Therefore, I cannot extract the information you requested regarding:

    1. A table of acceptance criteria and the reported device performance: These are not defined in the context of clinical outcomes within this document. The "performance" mentioned refers to bench testing.
    2. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective): No clinical test set is described.
    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable as there is no clinical test set with ground truth established by experts.
    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set: Not applicable.
    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 a physical medical device (a stent and delivery system), not an AI/software device. Therefore, MRMC studies and AI assistance are not relevant.
    6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable, as it's not an algorithm.
    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc): Not applicable for the clinical performance criteria you are asking about. The "ground truth" for the bench tests would be the established engineering specifications and standards.
    8. The sample size for the training set: Not applicable, as there is no training set for a clinical algorithm.
    9. How the ground truth for the training set was established: Not applicable.

    The "Non-Clinical and/or Clinical Tests Summary & Conclusions" section explicitly states that the submission includes Performance Bench Testing and Biocompatibility Testing. These are standard tests for physical devices to ensure their safety and physical functionality, not their clinical effectiveness in terms of patient outcomes or diagnostic accuracy.

    In summary, the provided document is not a study report that demonstrates clinical performance against acceptance criteria for patient outcomes or diagnostic accuracy.

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