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510(k) Data Aggregation

    K Number
    K201398
    Manufacturer
    Date Cleared
    2020-10-15

    (140 days)

    Product Code
    Regulation Number
    874.4420
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    Stryker ENT

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

    Use a single dilation device by transnasal approach to access and treat an individual anatomical location as follows:

    · Remodel by balloon displacement the adjacent bone and paranasal sinus structures in the Maxillary ostialethmoid infundibula in patients 2 years and older;

    · Remodel by balloon displacement the adjacent bone and paranasal sinus structures in the Frontal ostialrecesses in patients 12 years and older: may be used with LED Light fiber to locate, illuminate across nasal and sinus structures;

    · Remodel by balloon displacement the adjacent bone and paranasal sinus structures in the Sphenoid sinus ostia in patients 12 years and older;

    • Dilation of the cartilaginous portion of the Eustachian tube for treating persistent Eustachian tube dysfunction in patients 18 years and older.

    Device Description

    The SINUSPRIME Dilation System is intended to remodel or recreate the sinus outflow tract and dilate the Eustachian tube by transnasal balloon dilation. Each packaged SINUSPRIME System includes a balloon device configured for a specific anatomy (frontal, sphenoid, maxillary, or Eustachian tube (ET) configuration) and an inflation device. The SINUSPRIME Dilation System combines features of an ostium seeker with the tissue expansion effect of balloon dilation. The SINUSPRIME Dilation System is provided sterile and for single use only. The familiar features of this device enable a physician to track the device into the sinuses and Eustachian tubes using endoscopic visualization. The SINUSPRIME LED Light Fiber consists of a flexible illumination fiber that allow physicians to locate, illuminate within, and trans-illuminate across nasal and sinus structures. The SINUSPRIME LED Light Fiber is optional and available packaged and pre-loaded only on the SINUSPRIME Frontal with LED model.

    AI/ML Overview

    The provided text is a 510(k) summary for the Stryker ENT SINUSPRIME Dilation System. It outlines the device, its indications for use, technological characteristics, and a comparison to predicate devices to establish substantial equivalence. However, it does not contain the specific information required to answer your questions regarding acceptance criteria, device performance, study design, or ground truth establishment for an AI-based device.

    The document discusses "Performance Data" but only states: "Performance testing involved biocompatibility, design verification (dimensional, strength, HFE/UE verification testing), packaging, shelf life and design validation with physicians (HFE/UE). Performance testing showed that the device meets design specifications and performs as intended." This refers to engineering and human factors testing for a physical medical device, not a study involving AI algorithm performance with a test set, expert readers, or ground truth in the context of diagnostic or prognostic capabilities.

    Therefore, I cannot provide the requested information from this document. The SINUSPRIME Dilation System is a physical medical device (balloon catheter for dilation), not an AI/ML-based diagnostic or imaging device. The questions you've asked are typically relevant for AI/ML medical devices where performance metrics like sensitivity, specificity, AUC, or reader agreement are crucial for regulatory submission.

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    K Number
    K193118
    Manufacturer
    Date Cleared
    2020-02-21

    (101 days)

    Product Code
    Regulation Number
    882.4560
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    Stryker ENT

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

    The TGS Guidewire is indicated for any medical condition in which the use of stereotactic surgery may be appropriate, and where reference to a rigid anatomical structure in the field of ENT surgery, such as the paranasal sinuses, mastoid anatomy, can be identified relative to a CT- or MR- based model of the anatomy.

    Example procedures include, but are not limited to:

    • · Transsphenoidal access procedures
    • Intranasal procedures

    · Sinus procedures, such as maxillary antrostomies, sphenoidotomies/sphenoid explorations, turbinate resections, and frontal sinusotomies

    • · ENT-related anterior skull base procedures

    The TGS Guidewire is intended as an aid for precisely locating anatomical structures in either open or percutaneous procedures. It is intended for use with the Stryker ENT Navigation System and the XprESS LoProfile ENT Dilation System during balloon sinus dilation procedures.

    The Scopis ENT Software is an accessory to the Electromagnetic Navigation Unit and intended for controlling of the hardware of the navigation unit.

    The Scopis ENT Software with TGS (Target Guided Surgery) is an accessory to the Electromagnetic Navigation Unit and intended for controlling of the hardware of the navigation unit.

    Device Description

    The TGS Guidewire is a single use, sterile, disposable instrument intended to be used with the Stryker ENT Navigation System and the XprESS LoProfile ENT Dilation System. The instrument is an electromagnetically navigated device which consists of a sensor in a protective sheath that can be inserted into the working lumen of the XprESS device, a bayonet connector to secure the device to the XprESS luer and a cable and plug to connect the device to the navigation system. The navigation system displays the position of the instrument in the preoperative scans.

    The Scopis ENT Software is an accessory to the Electromagnetic Navigation Unit and intended for controlling of the hardware of the navigation unit.

    The Scopis ENT Software with TGS (Target Guided Surgery) is an accessory to the Electromagnetic Navigation Unit and intended for controlling of the hardware of the navigation unit.

    AI/ML Overview

    The provided text describes a 510(k) premarket notification for the TGS Guidewire and updated Scopis Software. It details the device, its intended use, and its substantial equivalence to predicate devices. However, the document does not contain information about an AI/ML component, a clinical study with a test set, ground truth establishmet, expert review, or MRMC studies. The document primarily focuses on demonstrating the substantial equivalence of the TGS Guidewire and updated Scopis Software to existing predicate devices through performance testing, rather than an AI/ML algorithm's performance against specific acceptance criteria in a robust clinical study.

    Therefore, many of the requested elements for describing acceptance criteria and a study proving a device meets them are not applicable based on the provided text.

    Here is a breakdown of the available and missing information based on your request:

    1. A table of acceptance criteria and the reported device performance

    The document mentions "Navigation accuracy" as a key performance metric for the TGS Guidewire. While it reports the device's performance, it does not explicitly state an acceptance criterion for this navigation accuracy. It implicitly uses the predicate device's performance as a benchmark for substantial equivalence.

    Performance MetricAcceptance CriteriaReported Device Performance
    Navigation AccuracyNot explicitly stated (implied to be comparable or better than predicate)0.75 ± 0.27mm

    2. Sample sized used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)

    • Sample Size for Test Set: Not applicable/Not mentioned. The performance data discussed is from "bench testing," not a clinical test set involving patient data.
    • Data Provenance: Not applicable/Not mentioned for a clinical test set. The data is from internal bench testing.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience)

    Not applicable. The "ground truth" for navigation accuracy in bench testing would likely be based on precise measurement instruments, not expert human review.

    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set

    Not applicable. There is no mention of a test set requiring adjudication.

    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. There is no mention of a multi-reader multi-case study, nor an AI component where human readers would interact with AI. The device is a "Stereotaxic Instrument" and software for navigation, not an AI diagnostic tool.

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

    Not applicable. The device is a hardware guidewire used in conjunction with a navigation system and software, implying human interaction, not a standalone algorithm performing a task without human intervention. The "navigation accuracy" measured is for the combined system's ability to locate anatomical structures.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc)

    For the navigation accuracy, the "ground truth" would be established by the precise measurement setup and instrumentation used in the bench testing. No clinical ground truth methods like expert consensus, pathology, or outcomes data are mentioned.

    8. The sample size for the training set

    Not applicable. There is no mention of a training set as this is not an AI/ML device that requires machine learning training data.

    9. How the ground truth for the training set was established

    Not applicable, as there is no training set mentioned.

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    K Number
    K193502
    Manufacturer
    Date Cleared
    2020-02-14

    (58 days)

    Product Code
    Regulation Number
    882.4560
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    Stryker ENT

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

    The Stryker ENT Navigation System, of which the TGS Universal Headrest with Mounting Arm is an accessory, is indicated for any medical condition in which the use of stereotactic surgery may be appropriate, and where reference to a rigid anatomical structure in the field of ENT surgery, such as paranasal sinuses, mastoid anatomy, can be identified relative to a CT or MR based model of the anatomy.

    Example procedures include, but are not limited to the following ENT procedures:

    • · Transsphenoidal access procedures:
    • Intranasal procedures:
    • · Sinus procedures, such as maxillary antrostomies; sphenoidotomies/sphenoid explorations, turbinate resections, and frontal sinusotomies:
    • · ENT related anterior skull base procedures.
    Device Description

    The TGS Universal Headrest with Mounting Arm is a reusable device intended to be used with the Stryker ENT Navigation System. It consists of three main components: a headrest, mounting arm and chair adapters. The mounting arm provides fixation for the field generator of the navigation system allowing it to be positioned in proximity to the patient creating an optimal electromagnetic field. The headrest provides support for the patient's head while undergoing navigation guided procedures. The chair adapters are fixed to the headrest to allow the headrest to various ENT procedure chairs

    AI/ML Overview

    Here's an analysis of the acceptance criteria and study information for the TGS Universal Headrest with Mounting Arm, based on the provided FDA 510(k) summary:

    This device is not an AI/ML device, therefore, many of the requested categories (e.g., number of experts, adjudication method, MRMC studies, standalone performance, training set details) are not applicable.

    Acceptance Criteria and Reported Device Performance

    The provided document describes the TGS Universal Headrest with Mounting Arm as a reusable accessory to the Stryker ENT Navigation System. The performance data focuses on demonstrating that the device meets its design specifications and functions as intended, rather than clinical efficacy metrics typically associated with diagnostic or therapeutic devices.

    Acceptance Criteria CategorySpecific Criteria (Inferred from "Design Specifications" and "Intended Use")Reported Device Performance
    Dimensional Specifications(Exact dimensions not provided, but implied to be within design limits)Met
    Functional SpecificationsAbility to position the Field Generator.Met
    Ability to provide a resting surface for the patient's head.Met
    Ability of mounting arm to provide fixation for field generator.Met
    Ability to achieve different positions through locking mechanisms.Met
    Simulated Use PerformancePerformance during simulated typical ENT navigation procedures.Performed as intended
    CompatibilityCompatibility with the Stryker ENT Navigation System and various ENT procedure chairs (via adapters).Compatible
    Distribution TestingImplied to ensure the device maintains integrity and functionality after shipping/handling.Met
    User Task PerformanceIntended users (ENT physicians) can perform critical tasks related to use in a simulated environment.Demonstrated as intended

    Study Information Table (if applicable, N/A otherwise)

    CategoryDetails
    1. Acceptance Criteria and Reported PerformanceSee table above. The document states "Bench testing was performed to demonstrate that the TGS Universal Headrest with Mounting Arm performs as intended and meets the design specifications. The testing included dimensional, functional, simulated use, compatibility and distribution testing." It also states "Design validation involved ENT physicians familiar with image guided sinus surgery and was conducted to demonstrate that the intended users could perform the critical tasks related to use of the TGS Universal Headrest with Mounting Arm in its expected use environment."
    2. Sample size and data provenance (test set)Not applicable for this type of device. The "test set" here refers to the device prototypes/production units subjected to bench testing and simulated use. There is no patient data involved in this specific device's clearance.
    3. Number of experts and qualifications"ENT physicians familiar with image guided sinus surgery" were involved in the design validation to demonstrate user task performance. The specific number of physicians and their exact years of experience are not provided. These experts were involved in design validation rather than establishing a ground truth for a diagnostic output.
    4. Adjudication methodNot applicable. This is for a mechanical accessory, not a diagnostic or AI device requiring ground truth adjudication.
    5. MRMC Comparative Effectiveness StudyNot applicable. This is not a diagnostic AI device.
    6. Standalone performanceNot applicable in the context of AI/ML algorithms. The device's "standalone" performance is its bench performance and functional testing as described.
    7. Type of ground truth usedNot applicable for a mechanical accessory. The "ground truth" for this device is the engineering specifications and intended function.
    8. Sample size for the training setNot applicable. This is not an AI/ML device.
    9. How training set ground truth was establishedNot applicable. This is not an AI/ML device.

    Summary and Key Takeaways for this Device:

    The TGS Universal Headrest with Mounting Arm is a mechanical accessory for an existing navigation system. Its clearance is based on demonstrating substantial equivalence to predicate devices and proving that it performs its intended ergonomic and functional roles. The "study" for this device primarily consisted of:

    • Bench testing: Verifying that the device meets its dimensional, functional, compatibility, and distribution specifications.
    • Simulated use testing: Confirming that the device operates as expected during mock procedures.
    • Design validation with user feedback: Ensuring that ENT physicians (intended users) can successfully perform critical tasks with the device in its expected use environment.

    This type of device does not involve complex clinical trials, statistical performance metrics for diagnostic accuracy, or AI/ML algorithm evaluation. Therefore, many of the detailed questions regarding expert adjudication, ground truth, and AI-specific study designs are not relevant.

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    K Number
    K192661
    Date Cleared
    2019-11-10

    (46 days)

    Product Code
    Regulation Number
    874.3620
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    (Aka Stryker ENT)

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

    The LATERA Absorbable Nasal Implant System is indicated for supporting upper and lower lateral nasal cartilage.

    Device Description

    The LATERA Absorbable Nasal Implant System is intended to support upper and lower lateral cartilage in the nose. The system consists of the LATERA Absorbable Nasal Implant) and Delivery Device (Delivery Device). An Implant Positioning Guide is provided to serve as an external visual planning aid prior to Implant placement. The Implant is composed of a PLLA-PDLA copolymer that is predominantly cylindrical in shape with an approximate diameter of 1mm and lengths of 20mm and 24mm. The distal end of the Implant is forked to facilitate anchoring during implantation and the proximal end is narrower for increased flexibility. The disposable Delivery Device is comprised of a non-patient contacting handle assembly and a medical grade stainless steel 16-gauge delivery cannula. The Delivery Device enables placement of the Implant in a minimally invasive manner. Each Implant length (20mm, 24mm) is compatible with the Delivery Device packaged with the Implant. The LATERA Absorbable Nasal Implant System is provided sterile and is intended for single-use only.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and study information based on the provided document:

    This document is a 510(k) summary for the Stryker ENT LATERA Absorbable Nasal Implant System. A 510(k) clearance is based on demonstrating substantial equivalence to a legally marketed predicate device, rather than proving independent performance against specific acceptance criteria for a novel device. Therefore, the "acceptance criteria" here refer to the design specifications and performance standards met to demonstrate equivalence, and the "study" is the performance testing conducted for that purpose. There is no AI/ML component to this device or its evaluation presented in this document.


    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria CategoryDevice Performance (Based on "Performance Data" in the 510(k) Summary)
    Design SpecificationsAll design verification testing passed, indicating the device meets its design specifications. This includes testing related to the modified implant geometry and the additional implant size (20mm). Specific quantitative criteria for design elements (e.g., tensile strength, degradation rate) are not detailed in this summary but are implicit in "design specifications."
    Shelf LifeShelf life testing was completed and passed, supporting an extended shelf life. (Specific duration not provided in summary).
    SterilizationSterilization testing was completed and passed, supporting the modified sterilization process. (Specific sterility assurance level not provided in summary).
    BiocompatibilityStated to have the same biocompatibility as the predicate device, implying it meets established standards (though no specific tests or results are detailed in the summary).
    FunctionalityPerformed as intended. (Specific functional criteria like optimal support force, consistent deployment, etc., are not detailed but are implied by "performed as intended").
    Safety and EffectivenessDemonstrated to be "as safe and as effective as the predicate device" and "substantially equivalent." This is the overarching "acceptance criteria" for a 510(k).

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

    The document does not specify sample sizes for individual tests (e.g., number of implants tested for tensile strength, number of sterilization cycles validated). The testing is generally referred to as "design verification testing and distribution testing to support the additional implant size."

    • Test Set Size: Not specified.
    • Data Provenance: Not specified, but generally, such testing is conducted internally by the manufacturer or by contract labs in the country of origin of the manufacturer (USA, given the address). The testing is prospective in nature, as it is performed to validate the device's design and manufacturing processes prior to marketing.

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

    • Not Applicable. This device is a physical implant, not an AI/ML diagnostic or predictive tool that requires expert-established ground truth for its performance evaluation in the context of this 510(k) summary. Performance is evaluated through engineering and biocompatibility testing against predefined specifications.

    4. Adjudication Method for the Test Set

    • Not Applicable. As mentioned above, this is basic engineering and biocompatibility testing, not a clinical trial or AI evaluation requiring expert adjudication.

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

    • No. This is a physical medical device (nasal implant), not an imaging or diagnostic AI tool. An MRMC study is not relevant to its clearance.

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

    • No. This is a physical medical device. There is no algorithm or AI component involved in its function or evaluation as described in this document.

    7. The Type of Ground Truth Used

    The "ground truth" for this device's performance is based on:

    • Engineering Specifications: Pre-defined design parameters, material properties, and functional requirements.
    • Established Test Standards: Adherence to recognized biocompatibility standards, sterilization validation methods, and shelf-life determination protocols.
    • Predicate Device Characteristics: The LATERA Absorbable Nasal Implant [K161191] serves as the benchmark for demonstrating "substantial equivalence" in terms of safety and effectiveness, meaning features and performance are shown to be equivalent to an already cleared device.

    8. The Sample Size for the Training Set

    • Not Applicable. There is no AI/ML component; therefore, no "training set."

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

    • Not Applicable. As there is no training set.
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