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510(k) Data Aggregation

    K Number
    K252442
    Date Cleared
    2025-10-31

    (88 days)

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

    Kii Structural Balloon Access System is indicated for use in patients undergoing laparoscopic surgery requiring a path of entry and/or tissue retraction of the extraperitoneal space.

    Device Description

    Applied Medical's Kii Structural Balloon Access System provides a path of entry and/or tissue retraction for laparoscopic procedures in the extraperitoneal space. The system is provided sterile.

    The system is composed of four main components:

    • An obturator that facilitates insertion of the system through an incision.
    • A cannula with bolster and attached balloon, encased within a perforated sheath.
    • A seal which maintains insufflation.
    • An inflation bulb that is used to manually inflate and deflate the balloon.
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    K Number
    K252697
    Device Name
    3D Laparoscope
    Date Cleared
    2025-10-29

    (63 days)

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

    Stellar Imaging System is intended to provide real-time visible and near-infrared imaging in minimally invasive procedures.

    Upon intravenous administration and use of an ICG agent consistent with its approved label, Stellar Imaging System is used to perform fluorescence imaging visualization of vessels, blood flow and related tissue perfusion, and at least one of the major extra-hepatic bile ducts.

    Upon interstitial administration and use of an ICG agent consistent with its approved label, the Stellar Imaging System is used to perform intraoperative fluorescence imaging and visualization of the lymphatic system, including lymphatic vessels and lymph nodes.

    Device Description

    Stellar Imaging System comprises Image Processing Unit, Light Source, Camera Head, Laparoscope and relevant accessories. During surgical procedures, Stellar Imaging System is used to provide real-time 3D visible and fluorescence imaging in endoscopic surgery.

    The Stellar Imaging System including the laparoscope is designed to work with an approved infrared dye (Indocyanine green (ICG). ICG may be excited at excitation at either 785 or 805 nm. The System provides excitation light to the surgical field to excite the dye molecules and captures emission from the dye via the camera head. Fluorescence imaging with ICG permits the system to visualize blood flow and related tissue circulation, of lymphatic flow, etc.

    The System allows the capture of normal (white) light image in parallel with the fluorescence image and displays both to the surgeon to provide a view of the anatomy. In addition, the System permits recording surgical procedures, storing them on removable storage devices, and replaying the procedures.

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    K Number
    K252640
    Date Cleared
    2025-10-20

    (60 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 VereSee Optical Veres Needle and Endoscopic Camera is intended for:

    • Percutaneous insertion into the peritoneal cavity for the purpose of insufflation with carbon dioxide to establish pneumoperitoneum prior to the placement of trocars during laparoscopic surgery

    • Use as an endoscopic video camera to provide visible light imaging in a variety of endoscopic and laparoscopic diagnostic and surgical procedures

    Device Description

    The VereSee Optical Veres Needle and Endoscopic Camera System consists of two components: 1) VereSee Optical Veres Needle and Endoscopic Camera, and 2) VereSee Camera Control Unit.

    The VereSee Optical Veres Needle and Endoscopic Camera consists of a series of three concentric stainless steel cannulas with a handle and an umbilical cable to connect it to the VereSee Camera Control Unit. It is provided sterile, for single patient use. The three concentric stainless steel cannulas include: 1) an Outer Cannula (or Insufflation Cannula), 2) a Central Cannula (or Access Cannula) with a clear, pointed tip for penetration and visualization during body cavity entry, and 3) Inner Cannula (or Camera Cannula) with a CMOS camera surrounded by light fibers at its tip.

    The VereSee Camera Control Unit connects the CMOS camera in the VereSee Optical Veres Needle and Endoscopic Camera to HDMI compatible monitors to provide an image for endoscopic procedures. The VereSee Camera Control Unit (CCU) includes an LED driver to power the LED. The CCU connects to the Optical Veres Needle and Endoscopic Camera via an umbilical cable. The CCU converts signals from the CMOS camera in the VereSee Optical Veres Needle and Endoscopic Camera to a format compatible with HDMI display input requirements.

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    K Number
    K251994
    Manufacturer
    Date Cleared
    2025-10-16

    (111 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 Arthrex Synergy Vision imaging system is intended to provide visible light imaging in a variety of diagnostic and surgical procedures, including laparoscopy, orthopedic, plastic surgery, sinuscopy, spine, urology, and procedures within the thoracic cavity. The device is also intended to be used as an accessory for microscopic surgery.

    The Arthrex Synergy Vision imaging system is indicated for use to provide real-time visible and near-infrared fluorescence imaging. Upon intravenous administration and use of ICG consistent with its approved label, the system enables surgeons to perform open and minimally invasive surgery using standard endoscope visible light as well as visualization of vessels, blood flow and related tissue perfusion, and at least one of the major extra-hepatic bile ducts (cystic duct, common bile duct or common hepatic duct), using near-infrared imaging. Fluorescence imaging of biliary ducts with the Arthrex Synergy Vision imaging system is intended for use with standard of care white light, and when indicated, intraoperative cholangiography. The device is not intended for standalone use for biliary duct visualization. Additionally, the system is indicated for fluorescence imaging of blood flow and tissue perfusion before, during, and after vascular, gastrointestinal, organ transplant, plastic, micro- and reconstructive surgical procedures.

    Upon interstitial administration and use of ICG consistent with its approved label, the Arthrex Synergy Vision imaging system is used to perform intraoperative fluorescence imaging and visualization of the lymphatic system, including lymphatic vessels and lymph nodes.

    Upon administration and use of pafolacianine consistent with its approved label, the Arthrex Synergy Vision imaging system is used to perform intraoperative fluorescence imaging of tissues that have taken up the drug.

    The Arthrex NanoNeedle Scope when used with the Synergy Vision imaging system is intended to be used as an endoscopic video camera to provide visible light imaging in a variety of endoscopic diagnostic and surgical procedures, including laparoscopy, orthopedic, plastic surgery, sinuscopy, spine, urology, and procedures within the thoracic cavity. The device is also intended to be used as an accessory for microscopic surgery. For pediatric patients, the Arthrex NanoNeedle Scope is indicated for laparoscopy and orthopedic procedures.

    The Arthrex 4K Open Scope 0° NIR is intended to be used as an accessory with the Synergy Vision imaging system to provide visible light imaging and near-infrared fluorescence imaging during open surgical procedures.

    Device Description

    The Synergy Vision Imaging System includes a camera control unit (CCU) console, camera head, scope, and a laser light source. The system provides real-time visible light and near-infrared (NIR) illumination and imaging.

    The Synergy Vision Imaging System uses an integrated LED light to provide visible light illumination and imaging of a surgical site. For NIR imaging, the system interacts with the laser light source to visualize the presence of a fluorescence contrast agent, indocyanine green (ICG) and pafolacianine. The contrast agent fluoresces when illuminated through the scope with NIR excitation light from the laser light source and the fluorescent response is then imaged with the camera, processed, and displayed on a monitor.

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    K Number
    K243968
    Date Cleared
    2025-10-03

    (284 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 Revolve Surgical System is intended to assist in the control of Revolve Surgical laparoscopic instrument for endoscopic manipulation of tissue, including approximation, ligation, and suturing, during laparoscopic general surgery. It is intended to be used by trained physicians in an operating room environment, in accordance with its Instructions for Use.

    Device Description

    The Revolve Surgical System is an electromechanically controlled laparoscopic surgery platform used for minimally invasive surgery in the abdomen comprised of a reusable system arm which mounts to the operating table and several sterile, single-use disposable accessories – instrument, instrument handle, and drape. The device operates under the direct control of the surgeon to manipulate tissues during surgery. Surgeon control is achieved by grasping the instrument handle and moving it to the desired position. The device compensates for gravitational forces applied to the instrument and maintains the instrument position when the surgeon's hand is removed from the device.

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    K Number
    K250551
    Date Cleared
    2025-10-02

    (219 days)

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

    It is used to connect with an optical endoscope during the endoscopic diagnosis, treatment, and observation. And to capture, process and transmit images in the human body cavity under the field of view observed by the endoscope to the monitor.

    Device Description

    The 4K Endoscopic Camera System consists of a camera control unit and a 4K camera head.
    The device is intended to be used to connect with an optical endoscope during the endoscopic diagnosis and/or treatment/surgery, and to capture, process and transmit images in the human body cavity under the field of view observed by the endoscope to the monitor.
    There are 4 models of the device. The hardware configuration of the device of 4 models are same, and difference is different functions which opened up through software.

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    K Number
    K251743
    Date Cleared
    2025-09-22

    (108 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 LaproSac™ Specimen Retrieval Bags is indicated for use in surgical procedures to capture organs or tissue to be removed from the body cavity during Laparoscopic Surgery.

    Device Description

    The SPI LaproSac™ Laparoscopic Single-Use Rip-Stop Nylon Specimen Retrieval Systems are sterile single patient use devices, which comprise of a flexible nylon bag with and without a deployment mechanism. The bag consists of a large, easily accessible opening and a closure suture that facilitates closure of the specimen bag after the specimen(s) have been collected. The deployment mechanism consists for an introducer and actuation rod with biasing arms, which allows for insertion through an appropriately sized port and automatic opening of the bag upon deployment.

    These devices are not made with natural rubber latex or synthetic derivatives of natural rubber latex.

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

    The Viction Disposable Irrigation and Suction system is intended to provide irrigation and suction functions during general surgery and laparoscopic surgery.It is designed to deliver irrigation fluids to surgical sites and to remove fluid waste and tissue debris.

    Device Description

    The Viction disposable Irrigation and suction system are constitutes with Irrigation & suction device and a double tubes(optional accessories).The Irrigation & suction device including an inner/outer stainless steel tubes,On-off Control Button,Conical connectors and Hand-piece. Double tubes constitutes with Irrigation tube、suction tube, and it connects with Yankee joint、Insert needle and Robert Clip.The Viction Disposable Suction Irrigation system is used to deliver sterile irrigation fluids to surgical sites during laparoscopic and endoscopic procedures.

    The Irrigation & suction device including an inner/outer stainless steel tubes,On-off Control Button,Conical connectors and Hand-piece. On-off control button on handle-piece can control fluid circuit on and off. It is designed to deliver-sterile irrigation fluids to surgical sites during surgery procedures.

    Double tubes constitutes with Irrigation tube,suction tube, and it connects with Yankee joint,Insert needle and Robert Clip.The suction tube is connected to the negative pressure device of the hospital through the Yankee joint, The waste liquid is discharged through a suction tube under the negative pressure environment.Which to improve the surgeon's visibility.

    There are 12 models of the product, models VC-FLA0514;VC-FLA0523;VC-FLA0532;VC-FLB0514;VC-FLB0523;VC-FLB0532;VC-FLC0514;VC-FLC0523;VC-FLC0532;VC-FLD0514;VC-FLD0523;VC-FLD0532. All product's Structure are the same, the length of the irrigation suction tubes is the main difference. It is a single use, disposable device and is sold sterile.

    AI/ML Overview

    The provided FDA 510(k) clearance letter and summary for the "Viction Disposable Irrigation and Suction System" addresses acceptance criteria and the studies performed to meet them. However, it focuses heavily on non-clinical bench testing and comparisons to a predicate device, as is common for medical devices of this classification. It does not present information related to clinical performance metrics involving human readers or AI algorithms, as the device is a physical surgical tool and not an AI-powered diagnostic or assistive system. Therefore, sections related to multi-reader multi-case studies, standalone algorithm performance, and training set details for AI are not applicable.

    Here's a breakdown of the available information:

    1. Table of Acceptance Criteria and Reported Device Performance:

    The document lists several performance characteristics and implies that the device met these criteria through bench testing. The specific acceptance criteria values are directly stated for some tests.

    Acceptance CriteriaReported Device Performance (as stated or implied met)
    Irrigation Flow RateNo less than 160 ml/min
    Suction Flow RateNo less than 600 ml/min
    Ethylene Oxide Residue≤10 μg/g (indicating sterility)
    Maximum Negative Pressure Withstand60 kPa
    Sealing of irrigation tubeMet predefined acceptance criteria (details not specified)
    Coating AdhesionComplied with standard 3B Per ASTM D3359-23
    Particulate Contamination IndexMet predefined acceptance criteria (details not specified)
    BiocompatibilityTested and passed for Cytotoxicity, Skin Sensitization, Intracutaneous Reactivity, Acute Systemic Toxicity, and Pyrogenicity.
    Sterilization ValidationEthylene Oxide Sterilization Validation met (details not specified)
    Packaging ValidationMet (details not specified)

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

    The document describes non-clinical bench testing. Therefore, the concept of a "test set" and "data provenance" in the context of human or patient data does not apply. The tests described were performed on physical units of the Viction Disposable Irrigation and Suction System. The origin of the device manufacturer is China.

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

    Not applicable. The ground truth for the bench tests was established by objective measurements against predefined engineering and safety standards, not by expert interpretation of clinical data.

    4. Adjudication Method for the Test Set:

    Not applicable, as no expert adjudication was involved in the non-clinical bench testing.

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

    No. This is a physical device, not an AI-powered diagnostic or assistive tool. MRMC studies are not relevant here.

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

    Not applicable. The device is a physical surgical instrument and does not involve any algorithms.

    7. The Type of Ground Truth Used:

    For the performance tests (flow rates, pressure, sterility, coating adhesion, etc.), the ground truth was based on objective engineering specifications and recognized international standards (e.g., ISO 11135 for sterilization, ASTM D3359-23 for coating adhesion). For biocompatibility, the ground truth was established by adherence to FDA Blue Book Memorandum #G95-1 and ISO10993-1, which define acceptable biological responses.

    8. The Sample Size for the Training Set:

    Not applicable. The Viction Disposable Irrigation and Suction System is a physical medical device. It does not utilize a training set in the context of machine learning or AI.

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

    Not applicable, as there is no training set for this type of device.

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

    The Viction Disposable Irrigation and Suction Catheter is indicated for use in conjunction with the handpiece , dual tubing, and probes to provide controlled powered irrigation during Laparoscopic surgery.

    Device Description

    The Viction Disposable Irrigation and suction Catheter is constitutes with Suction/irrigation handpiece , dual tubing, Irrigation device that is a battery-powered mechanical pumping system connect with dual tubing(suction tubing and irrigation tubing) to deliver sterile fluids to surgical sites. Control of the irrigation flow is generated by depressing the on-off Control Button on the handpiece. The mechanical pumping system is powered with nine(9) standard AAlkaline Battery.
    Hand piece equipped with pistol style attach to Suction irrigation probes and suction tubing . And it should be used with negative pressure device of the hospital.
    There are 8 models of the product, models VC-IRA0532, VC-IRA0523, VC-IRB0532, VC-IRB0523, VC-IRC0532,VC-IRC0523,VC-IRD0532, VC-IRD0532. All product's Structure are the same, the length of the irrigation suction tubes is the main difference. It is a single use, disposable device and is sold sterile.

    AI/ML Overview

    The provided FDA 510(k) clearance letter and summary for the "Viction Disposable Irrigation and Suction Catheter" (K250124) concerns a medical device, specifically an endoscope accessory. It does not involve an AI/ML component for diagnosis or analysis, but rather outlines the substantial equivalence of a physical medical device to a predicate device.

    Therefore, many of the requested elements typically relevant to AI/ML software (such as ground truth establishment by experts, adjudication methods, MRMC studies, standalone algorithm performance, training set details, etc.) are not applicable to this submission.

    The "acceptance criteria" for this device are demonstrated through bench testing, electrical safety, electromagnetic compatibility, biocompatibility, and sterilization performance against predefined criteria and relevant industry standards, establishing substantial equivalence to a legally marketed predicate device.

    Here's the information that can be extracted and presented based on the provided document:


    Device Acceptance Criteria and Performance (Based on provided 510(k) Summary)

    The device, "Viction Disposable Irrigation and Suction Catheter," demonstrates substantial equivalence to its predicate device, CORE E3 Suction/Irrigator (K202303), primarily through non-clinical performance data and design comparisons.

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria CategorySpecific Test/EvaluationAcceptance Criteria (Implicit from "meets predefined acceptance criteria and complied with design specification")Reported Device Performance (Summary)
    Electrical SafetyIEC 60601-1:2005+AMD1:2012+AMD2:2020Complies with standard for basic safety & essential performance.Met: Evaluated against and complied with the specified international standard.
    Electromagnetic Compatibility (EMC)IEC 60601-1-2:2014+AMD1:2020, IEC 60601-2-18:2009Complies with standards for EMC.Met: Evaluated against and complied with the specified international standards.
    BiocompatibilityISO 10993-1:2018 (and FDA Guidance on ISO 10993-1)Demonstrates biocompatibility based on specific tests.Met: Completed tests for Acute Systemic Toxicity, Skin Sensitization, Intracutaneous Reactivity, Pyrogen Test, and In Vitro Cytotoxicity.
    Bench Testing - FluidicsFluid flow rate of Irrigation tubeSpecific flow rate targets (not detailed in summary, but assumed to match predicate/clinical need).Met: Test results met predefined acceptance criteria and complied with design specifications.
    Bench Testing - PressureNegative pressure resistance of suctionSpecific pressure resistance targets (not detailed).Met: Test results met predefined acceptance criteria and complied with design specifications.
    Bench Testing - SealingSealing of irrigation tubeLeakage prevention (not detailed).Met: Test results met predefined acceptance criteria and complied with design specifications.
    SterilizationEthylene Oxide Sterilization Performance QualificationAchieves a Sterility Assurance Level (SAL) of 10⁻⁶.Met: Performance qualification demonstrated SAL of 10⁻⁶.
    Material CompatibilityMaterials used (304 Stainless Steel, ABS, PVC)Compatible with intended use and biological contact.Met: Materials are similar to predicate device.
    Single Use / Reusable StatusSingle UseDesigned for single use, sterile.Met: Confirmed as single use and sold sterile.

    2. Sample Size for Test Set and Data Provenance

    • Sample Size for Test Set: The document does not specify a numerical "sample size" for the performance tests (e.g., number of devices tested for flow rate, pressure, etc.). It states "All the test results meets the predefined acceptance criteria..." implying that a sufficient number were tested to demonstrate compliance.
    • Data Provenance: Not explicitly stated (e.g., in terms of country of origin of testing facilities), but implies internal testing performed by the manufacturer or a contracted lab. The studies were non-clinical bench and lab tests, not human subject data.

    3. Number of Experts and Qualifications for Ground Truth

    • Not Applicable. This is a physical medical device, not an AI/ML diagnostic tool. "Ground truth" in this context refers to established technical standards (e.g., IEC, ISO) and comparison to a predicate device's established performance specifications. There were no human expert readers establishing "ground truth" labels from medical images or clinical data.

    4. Adjudication Method for the Test Set

    • Not Applicable. There was no human "adjudication" of test results in the sense of resolving disagreements among experts for a diagnostic task. Performance was measured against technical specifications and standards.

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

    • Not Applicable. No MRMC study was conducted or is relevant for this device type. This device is a tool for surgery, not an imaging analysis or diagnostic aid requiring human reader performance evaluation.

    6. Standalone (Algorithm Only) Performance

    • Not Applicable. There is no standalone algorithm. This is a physical device.

    7. Type of Ground Truth Used

    • The "ground truth" for this device's performance is established by engineering specifications, international consensus standards (IEC, ISO), and the performance characteristics of the legally marketed predicate device. For example, the "truth" for biocompatibility is conformance to ISO 10993, and the "truth" for electrical safety is conformance to IEC 60601-1.

    8. Sample Size for the Training Set

    • Not Applicable. This is a physical medical device, not an AI/ML system. There is no "training set."

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

    • Not Applicable. There is no training set for this device.

    Summary of the Study Proving Device Acceptance:

    The "study" proving the device meets acceptance criteria is a comprehensive set of non-clinical performance tests and analyses. These include:

    • Electrical Safety & EMC Testing: Following IEC 60601-1 and IEC 60601-1-2 standards to ensure the device is electrically safe and compatible within its intended electromagnetic environment.
    • Biocompatibility Testing: Following ISO 10993-1 guidelines, including tests for acute systemic toxicity, skin sensitization, intracutaneous reactivity, pyrogenicity, and in vitro cytotoxicity. This demonstrates the materials used are safe for patient contact.
    • Bench Testing: Evaluation of critical functional parameters such as fluid flow rate of the irrigation tube, negative pressure resistance of the suction, and sealing integrity of the irrigation tube. These tests confirm the device performs its intended functions effectively.
    • Sterilization Validation: Performance qualification for ethylene oxide sterilization to ensure the device achieves a required Sterility Assurance Level (SAL) of 10⁻⁶, rendering it safe for single use in surgical environments.
    • Comparative Analysis: A detailed comparison of technological characteristics (intended use, design, materials, specifications) against the predicate device (CORE E3 Suction/Irrigator, K202303) demonstrated substantial equivalence.

    The document states, "All the test results meets the predefined acceptance criteria and complied with the design specification of the subject device throughout the use life. The results of the non-clinical testing demonstrate that the viction disposable irrigation and suction catheter is as safe and effective as the predicate device." This statement serves as the conclusion that the device successfully met its acceptance criteria through these documented non-clinical studies. No clinical testing was deemed applicable or necessary for this submission.

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    K Number
    K252010
    Device Name
    SPY Laparoscope
    Manufacturer
    Date Cleared
    2025-07-24

    (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 SPY Laparoscope is intended to be used for gynecological and general procedures that clinicians deem appropriate for the adult or pediatric patient aged one month or older, when the dimensions of the SPY Laparoscope are appropriate for the patient size and anatomy.

    Device Description

    The SPY Laparoscope is part of Stryker's rigid endoscope product portfolio. The SPY Laparoscope is an optical instrument used to visualize or image a patient's anatomy during minimally invasive, endoscopic procedures for examination, diagnosis or therapy. The SPY Laparoscope transmits light in both the visible and near-infrared spectrum to illuminate the anatomy, then forms and relays the image of the surgical site to a camera system for image processing and display.

    AI/ML Overview

    The provided FDA 510(k) clearance letter for the SPY Laparoscope primarily details bench testing and compliance with various recognized standards to demonstrate substantial equivalence to a predicate device. It explicitly states that "The subject device does not require clinical studies to support the determination of substantial equivalence."

    Therefore, the information you've requested regarding acceptance criteria and study proving performance, particularly related to human-in-the-loop performance, multi-reader multi-case studies, and the specifics of clinical ground truth establishment, is not available in this document. The clearance is based on a demonstration of equivalent technical performance and safety through non-clinical testing.

    Here's how we can address your request based on the provided text, focusing on the available information:


    Acceptance Criteria and Device Performance (Based on Non-Clinical Testing)

    Since no clinical study data is presented, the "acceptance criteria" here refers to meeting the performance specifications and standards compared to the predicate device, primarily through bench testing.

    1. Table of Acceptance Criteria and Reported Device Performance (Non-Clinical)

    Acceptance Criteria CategoryReported Device Performance (Summary from Submission)
    PackagingConforms to ASTM D4169:2022 (FDA-recognized standard)
    Optical VerificationEquivalent to reference device for: Fiber Transmission, Illumination, Optical Transmission, Vignetting, Modulated Transfer Function (MTF), Distortion, Chromatic Aberration, NIR Transmission, Field of View (FOV), Apparent Field of View (AFOV), Image Runout. Conforms to ISO 8600-1:2015, ISO 8600-3:2019, ISO 8600-4:2023, ISO 8600-5:2020 (FDA-recognized standards).
    Electrical SafetyConforms to IEC 60601-1:2020, IEC 60601-2-18:2009 (FDA-recognized standards).
    BiocompatibilityConforms to ISO 10993-1:2018, ISO 10993-5:2009, ISO 10993-10:2021, ISO 10993-11:2017, ISO 10993-23:2021 (FDA-recognized standards).
    Cleaning, Disinfection & Sterilization (Reprocessing)Conforms to AAMI TIR12:2020/(R)2023, ANSI AAMI ST98:2022, ANSI AAMI ST79:2017 + A1:2020, A2:2020, A3:2020, A4:2020, ANSI AAMI ST58:2024, ISO 17664-1:2021, ISO 17665:2024, ISO 14937:2009, ISO 22441:2022, ISO 15883-1:2006 + A1:2014, ISO 15883-2:2006, ISO 15883-5:2021 (FDA-recognized standards).
    Risk ManagementConcluded that benefits outweigh residual risk; overall residual risk is acceptable. Conforms to ISO 14971 (FDA-recognized standard).

    Information Not Available (Due to Reliance on Non-Clinical Testing)

    The following points cannot be addressed from the provided document because the 510(k) clearance was based on non-clinical testing for substantial equivalence, not on clinical performance studies involving human subjects or AI:

    2. Sample size used for the test set and the data provenance: Not applicable in the context of clinical data. The "test set" here refers to the physical units of the SPY Laparoscope and reference devices used in the various bench tests. Data provenance is internal lab testing.
    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable. Ground truth for bench testing is derived from metrology and engineering standards.
    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: Not applicable. This device is an endoscope, not an AI-driven image analysis tool. The document explicitly states "The subject device does not require clinical studies to support the determination of substantial equivalence."
    6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable. This is a hardware device; no AI algorithm is mentioned or evaluated in this context.
    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc): For non-clinical tests, "ground truth" is defined by established engineering and optical standards, and measurements. For example, FOV measurements are compared against an acceptable range, not a clinical diagnosis.
    8. The sample size for the training set: Not applicable. This is not an AI or machine learning device requiring a training set.
    9. How the ground truth for the training set was established: Not applicable.


    In summary: The FDA clearance for the SPY Laparoscope, as described in this 510(k) summary, is based entirely on a demonstration of non-clinical substantial equivalence to a predicate device. This includes demonstrating equivalent optical performance, electrical safety, biocompatibility, reprocessing efficacy, and overall risk management. Clinical studies or studies involving human-in-the-loop performance, AI, or advanced diagnostic accuracy metrics were not part of this clearance process.

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