Search Filters

Search Results

Found 2 results

510(k) Data Aggregation

    K Number
    K130887
    Date Cleared
    2013-08-13

    (137 days)

    Product Code
    Regulation Number
    882.4560
    Why did this record match?
    Reference Devices :

    , Spine & Trauma 3D K070106, Spine & Trauma 2D / Fluro Express K110204, Aesculap S4C Spinal System (K050797

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

    The AIS S4 Cervical Navigation Instruments are intended to assist the surgeon in precisely locating anatomical structures in either open, minimally invasive, or percutaneous procedures. They are indicated for use in surgical spinal procedures, in which the use of stereotactic surgery may be appropriate, and where reference to a rigid anatomical structure , such as the pelvis or a vertebrae can be identified relative to the acquired image (CT, MR, 2D fluoroscopic image or 3D fluoroscopic image reconstruction) and/or an image data based model of the anatomy. These procedures include but are not limited to spinal fusion during the navigation of pedicle screws (T1-T3).

    Device Description

    The AIS S4 Cervical Navigation Instruments are manual surgical instruments which are designed to interface with BrainLAB's already cleared surgical navigation systems. Instruments in this system may be pre-calibrated or manually calibrated to already cleared systems using manufacturers' instructions. These instruments are intended to be used in spine applications to perform general or manual functions within the orthopedic surgical environment.

    AI/ML Overview

    The provided text describes the Aesculap S4 Cervical Navigation Instrumentation, which is a set of manual surgical instruments designed to interface with BrainLAB's surgical navigation systems. The submission is a Traditional 510(k) Premarket Notification.

    Here's the breakdown of the acceptance criteria and study information:

    1. Table of Acceptance Criteria and Reported Device Performance

    The provided document does not explicitly list specific quantitative acceptance criteria for the device's performance (e.g., a certain level of accuracy in millimeters). Instead, it describes a more qualitative assessment.

    Acceptance Criteria (Implied)Reported Device Performance
    Device functions as intended for surgical navigation.AIS Navigation Instruments met the performance requirements.
    No safety issues are raised by performance testing.No safety issues were raised by the performance testing.
    No effectiveness issues are raised by performance testing.No effectiveness issues were raised by the performance testing.
    Substantially equivalent to predicate devices for intended use.Found substantially equivalent.

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

    • Sample Size: The document states that "BrainLAB conducted validation activities including usability testing with the AIS Navigation Instruments." However, it does not specify the sample size (e.g., number of users, number of cases tested) for this usability testing or any other performance testing.
    • Data Provenance: The document does not specify the country of origin of the data. The testing appears to be conducted by BrainLAB, a company with international operations, but the specific location of the testing is not mentioned. It is also not explicitly stated whether the data was retrospective or prospective, though usability testing typically involves prospective data collection.

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

    • The document mentions "usability testing with the AIS Navigation Instruments." Usability testing typically involves end-users (surgeons) but does not specify the number or qualifications of these experts for establishing ground truth related to navigational accuracy or effectiveness. The study relies on the outcome of the usability testing and performance testing rather than expert-established ground truth in a clinical or imaging sense.

    4. Adjudication Method for the Test Set

    • The document does not mention any adjudication method for the test set. Given the nature of the testing described (usability and performance requirements), it's unlikely a formal adjudication process (like 2+1 or 3+1 consensus) would be used as it would be in an imaging diagnostic study. The assessment would likely be based on whether the instruments appropriately facilitated the surgical steps and met performance specifications.

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

    • No MRMC comparative effectiveness study was done. The document states, "Clinical data was not needed for the AIS Navigation Instruments." The submission focuses on substantial equivalence based on technological characteristics and performance testing.

    6. If a Standalone (Algorithm Only Without Human-in-the-Loop Performance) Was Done

    • This question is not applicable as the device (AIS S4 Cervical Navigation Instruments) is a set of manual surgical instruments designed to interface with surgical navigation systems. It is not an AI algorithm or a standalone software. The performance testing would inherently involve human interaction with the instruments and the navigation system.

    7. The Type of Ground Truth Used

    • The document implies that the ground truth for "performance requirements" would be established by the functional specifications and design requirements of the instruments when used with the BrainLAB navigation systems. For usability testing, the "ground truth" would be whether the instruments are usable and meet the functional needs of the surgeons. There is no mention of expert consensus, pathology, or outcomes data being used as ground truth for this submission, as clinical data was not required.

    8. The Sample Size for the Training Set

    • This question is not applicable. The device is a set of manual surgical instruments; it is not an AI algorithm that requires a training set.

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

    • This question is not applicable as there is no AI algorithm or training set involved.
    Ask a Question

    Ask a specific question about this device

    K Number
    K092923
    Date Cleared
    2010-01-06

    (105 days)

    Product Code
    Regulation Number
    878.5040
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K072587, K050797, K081848

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

    The Cytori PureGraft 250/PURE System is indicated for use in the harvesting, filtering and transferring of autologous fat tissue for reinjecting back into the same patient for aesthetic body contouring.

    Device Description

    The Cytori PureGraft 250/PURE System is a sterile, single use, closed-loop tubing and bag system intended for delivering adipose tissue back to the same patient for cosmetic and reconstructive surgery applications. Cytori PureGraft 250/PURE consists of collection bags, tubing and syringe adaptors that all have unique connectors and fittings to assure proper assembly.

    AI/ML Overview

    The Cytori PureGraft 250/PURE System is a medical device used for processing autologous fat tissue for reinjection. The provided text outlines its similarity to predicate devices rather than detailing specific performance testing with acceptance criteria.

    Based on the provided text, a table of acceptance criteria and reported device performance cannot be fully constructed because the document focuses on demonstrating substantial equivalence to predicate devices rather than presenting explicit performance metrics and thresholds for the Cytori PureGraft 250/PURE System itself.

    However, we can infer some "acceptance criteria" through the lens of substantial equivalence and outline what information regarding device performance is available:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria (Inferred from Substantial Equivalence to Predicate Devices)Reported Device Performance (as described in the document)
    Indications for Use: Ability to harvest, filter, and transfer autologous fat tissue for reinjecting back into the same patient for aesthetic body contouring.Performance: "The Cytori PureGraft 250/PURE System and the predicate devices are substantially equivalent with respect to their indications for use, as they are all indicated for the same surgical procedures of harvesting, filtering and transferring of autologous fat tissue for reinjecting back into the same patient."
    Design and Materials: Single-use, polymer-constructed, manually operated system with a filtration mechanism.Performance: "The design and materials of the Cytori PureGraft 250/PURE System and the predicate devices are substantially equivalent, as they are all single-use, polymer constructed, manually operated systems that receive adipose tissue, filter the adipose tissue, and temporarily hold the adipose tissue until it is removed or placed into a syringe that delivers / re-injects the adipose tissue back into the same patient during the same surgical procedure."
    Filtration Mechanism: Polymeric housing chamber with a filter unit, allowing fluids and small debris to pass through to a waste container while retaining adipose tissue.Performance: "The Cytori PureGraft 250/PURE System is substantially equivalent to the predicate devices as they all consist of a polymeric housing chamber with a filter unit within the chamber... contain a filtering mechanism of various pore sizes that restricts the movement of adipose tissue and only allows fluids and small debris to pass through the filter and become deposited into a waste container." (Specifically mentions 1,000 micron and 74 micron filters for the PureGraft 250mL Bag).
    Tissue Volume Capacity: Comparable to predicate devices.Performance: "The Cytori PureGraft 250/PURE System is also substantially equivalent to the predicate devices as they all have substantially equivalent tissue volume capacities."
    Sterility: Must be sterile.Performance: "The Cytori PureGraft 250/PURE System is sterilized with gamma irradiation." (Implied performance is that it is sterile.)
    Mechanical Integrity/Durability: Must function as intended without failure.Performance: "Mechanical testing of the Cytori PureGraft 250/PURE System demonstrates that the device is substantially equivalent to the predicate devices." (Implied performance is robust similar to predicates.)
    Material Composition: Medical grade and DEHP-free.Performance: "The Cytori PureGraft 250/PURE System is fabricated from medical grade, DEHP free materials." (Implied performance is that it meets these standards.)

    2. Sample size used for the test set and the data provenance:

    • The document does not provide details on a specific "test set" with a sample size for the Cytori PureGraft 250/PURE System's performance in harvesting, filtering, and transferring fat tissue in a clinical or simulated environment.
    • The primary evidence presented is a comparison to predicate devices, focusing on substantial equivalence in design, materials, and indications for use.
    • The "Mechanical testing" mentioned is general and does not specify sample sizes or data provenance.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

    • This information is not provided in the document. The submission is a 510(k) for substantial equivalence, which primarily relies on comparison to existing legally marketed devices rather than de novo clinical performance studies that require ground truth establishment by experts in the context of diagnostic or efficacy claims.

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

    • This information is not provided as there is no described test set that would necessitate an adjudication method for establishing ground truth.

    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:

    • An MRMC study is not applicable to this device. The Cytori PureGraft 250/PURE System is a medical device for processing fat tissue, not an AI or imaging diagnostic tool that would involve human readers or AI assistance in interpretation.

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

    • This concept is not applicable to this device. The Cytori PureGraft 250/PURE System is a physical medical device.

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

    • The concept of "ground truth" as typically applied to performance studies of diagnostic or image analysis systems is not directly relevant or explicitly stated for this device in the provided text.
    • The "ground truth" for substantial equivalence here relies on the established safety and effectiveness of the predicate devices for their indicated uses, and ensuring the new device shares fundamental technological characteristics and indications.

    8. The sample size for the training set:

    • This information is not applicable as the device is not an AI/machine learning model that requires a training set.

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

    • This information is not applicable as the device is not an AI/machine learning model.
    Ask a Question

    Ask a specific question about this device

    Page 1 of 1