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Image-based global registration system for bronchoscopy guidance

机译:基于图像的全局注册系统,用于支气管镜引导

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Previous studies have shown that bronchoscopy guidance systems improve accuracy and reduce skill variation among physicians during bronchoscopy. In the past, we presented an image-based bronchoscopy guidance system that has been extensively validated in live bronchoscopic procedures. However, this system cannot actively recover from adverse events, such as patient coughing or dynamic airway collapses. After such events, the bronchoscope position is recovered only by moving back to a previously seen and easily identifiable bifurcation such as the main carina. Furthermore, the system requires an attending technician to closely follow the physician's movement of the bronchoscope to avoid misguidance. Also, when the physician is forced to advance the bronchoscope across multiple bifurcations, the system is not able to detect faulty maneuvers. We propose two system-level solutions. The first solution is a system-level guidance strategy that incorporates a global-registration algorithm to provide the physician with updated navigational and guidance information during bronchoscopy. The system can handle general navigation to a region of interest (ROI), as well as adverse events, and it requires minimal commands so that it can be directly controlled by the physician. The second solution visualizes the global picture of all the bifurcations and their relative orientations in advance and suggests the maneuvers needed by the bronchoscope to approach the ROI. Guided bronchoscopy results using human airway-tree phantoms demonstrate the potential of the two solutions.
机译:先前的研究表明,支气管镜引导系统可提高准确性,并减少医生在支气管镜检查期间的技能差异。过去,我们介绍了一种基于图像的支气管镜引导系统,该系统已在实时支气管镜检查程序中得到了广泛验证。但是,该系统无法主动从不良事件中恢复,例如患者咳嗽或动态气道塌陷。在发生此类事件之后,仅通过移回先前可见且易于识别的分叉(例如主隆突)来恢复支气管镜位置。此外,该系统要求主治技术人员密切关注医师对支气管镜的运动,以避免误导。同样,当医生被迫使支气管镜在多个分支中前进时,系统将无法检测到错误的操作。我们提出两个系统级解决方案。第一种解决方案是系统级指导策略,该策略结合了全局注册算法,可在支气管镜检查期间为医师提供更新的导航和指导信息。该系统可以处理到感兴趣区域(ROI)以及不良事件的一般导航,并且所需的命令最少,因此可以由医生直接控制。第二种解决方案可以预先可视化所有分叉的整体情况及其相对方向,并建议支气管镜为达到ROI所需的操作。使用人气道树体模的引导性支气管镜检查结果证明了这两种解决方案的潜力。

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