K Number
K190250
Manufacturer
Date Cleared
2019-09-06

(211 days)

Product Code
Regulation Number
882.4560
Panel
NE
Reference & Predicate Devices
Predicate For
N/A
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The Brainlab Navigation System - Microscope Navigation Software module, that when used with a Brainlab navigation system and compatible instrument accessories, is intended as image guided planning and navigation system to enable open and minimally invasive surgery.
It links an instrument and the view of the surgical field (e.g., video, view through surgical microscope) to a virtual computer image space on patient image data being processed by the navigation. The system is indicated for any medical condition in which a reference to a rigid anatomical structure can be identified relative to images (CT, CTA, X-Ray, MR, MRA and ultrasound) of the anatomy.

Device Description

The Microscope Navigation Software (also referred to as subject device or Microscope App) is a software. It runs on a Brainlab navigation system consisting of a computer, a display and an IR tracking camera (referred to as platform) and a Brainlab Image Guided Surgery software (referred to as IGS software).
The Microscope Navigation encapsulates microscope specific functionality and separates it from the IGS software.
The device interfaces with the IGS software and e.g. utilizes the registration provided by the IGS software.
The device assists surgeries where a surgical microscope is used. It provides information based on the field of view through the microscope, the microscope position relative to the patient and the medical imaging data of the patient.
The subject device provides functionality to verify and correct a patient registration. The Microscope Navigation does not provide its own registration.

AI/ML Overview

The provided text does not contain information about acceptance criteria and a study that proves the device meets those criteria in the typical sense of a clinical or standalone performance study.

The document is a 510(k) summary for the "Microscope Navigation" software, which is a component of a larger Brainlab navigation system. The submission is a Special 510(k), indicating that the changes made (re-implementing motorized movement functionality that was already present in an earlier predicate device, K082060 VECTORVISION CRANIAL) do not significantly alter the device's fundamental technology or indications for use.

Instead of a traditional clinical performance study, the verification and validation for this submission focus on demonstrating that the re-implemented features work as expected and maintain substantial equivalence to the predicate device.

Here's a breakdown of the requested information based on the provided text, highlighting what is present and what is absent:


1. Table of Acceptance Criteria and Reported Device Performance

The document provides a "Verification summary" and "Validation summary" which describe tests performed and their results, but it does not explicitly state quantitative acceptance criteria for performance metrics like accuracy, sensitivity, or specificity. The acceptance criteria described are qualitative ("All tests passed") and relate to functional and safety aspects.

TestAcceptance Criteria (General Description)Reported Device Performance
Safety MeasuresVerification of implemented limits and automatic safety measures for motorized movements. (Implicitly: limits are respected, safety measures activate correctly, no hazardous operation).All tests passed
Motorized movement user interfaceInteractive testing of user interface. (Implicitly: UI is functional, intuitive, and allows correct control of motorized movements. No specific quantitative performance metric like speed or precision is mentioned).All tests passed
Communication protocolsVerification of the communication between the subject device and integrated microscopes, ensuring compliance with communication protocols provided by the microscope manufacturer. (Implicitly: proper data exchange, correct command execution, no communication errors). Additionally, "Protocols and acceptance criteria are unchanged between subject device and predicate device."All tests passed
Usability TestsEnsure that the user interface can be used safely and effectively. (Implicitly: UI is safe, effective, and user errors are minimized).All tests rated as successfully passed according to their acceptance criteria.

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

  • Test Set Sample Size: Not explicitly stated. The verification and validation summaries suggest testing of the software's functionality and usability rather than a dataset of patient cases.
  • Data Provenance: Not applicable in the context of this type of software verification. There are no patient data sets mentioned for testing. The validation was performed "with software and equipment that are identical or equivalent to the final version of the product," indicating lab-based testing.

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

  • Number of Experts: Not specified. The document refers to "usability tests," which typically involve target users, but their number and specific qualifications are not detailed beyond being users of a surgical microscope navigation system.
  • Qualifications of Experts: Not specified.

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

  • Adjudication Method: Not applicable. The tests described are functional verification and usability validation, not diagnostic performance studies requiring human expert adjudication of medical images.

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

  • MRMC Study: No, an MRMC comparative effectiveness study was not done. This device is a microscope navigation software, not an AI-assisted diagnostic tool that aids human readers in interpreting medical images. Its purpose is to guide surgeons using a microscope by linking instruments and the surgical field view to patient image data.

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

  • Standalone Performance: The verification tests the algorithm's functional aspects (safety measures, motorized movement UI, communication protocols) in a standalone manner (i.e., the software itself is tested without a human actively interpreting results in a diagnostic sense). However, its ultimate intended use is within a human-in-the-loop surgical navigation system. There isn't a "standalone performance" metric provided that would typically correspond to diagnostic algorithm performance.

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

  • Type of Ground Truth: The concept of "ground truth" as typically defined for diagnostic AI (e.g., pathology, expert consensus) is not directly applicable here. The "ground truth" for these tests would be the correct functional behavior of the software and hardware according to specifications (e.g., a motorized movement correctly moves a certain distance, communication protocols correctly transmit data). The usability tests would have "ground truth" as the expected successful and safe interaction of users with the system.

8. The sample size for the training set

  • Training Set Sample Size: Not applicable. This document describes a software module for a navigation system, not a machine learning or AI model that requires a training set of data.

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

  • Ground Truth for Training Set: Not applicable, as there is no training set mentioned for this device.

§ 882.4560 Stereotaxic instrument.

(a)
Identification. A stereotaxic instrument is a device consisting of a rigid frame with a calibrated guide mechanism for precisely positioning probes or other devices within a patient's brain, spinal cord, or other part of the nervous system.(b)
Classification. Class II (performance standards).