Kobe Bamps, Jeroen Bertels, Lennert Minten, Alexis Puvrez, Walter Coudyzer, Stijn De Buck, Joris Ector
{"title":"Phantom study of augmented reality framework to assist epicardial punctures.","authors":"Kobe Bamps, Jeroen Bertels, Lennert Minten, Alexis Puvrez, Walter Coudyzer, Stijn De Buck, Joris Ector","doi":"10.1117/1.JMI.11.3.035002","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>The objective of this study is to evaluate the accuracy of an augmented reality (AR) system in improving guidance, accuracy, and visualization during the subxiphoidal approach for epicardial ablation.</p><p><strong>Approach: </strong>An AR application was developed to project real-time needle trajectories and patient-specific 3D organs using the Hololens 2. Additionally, needle tracking was implemented to offer real-time feedback to the operator, facilitating needle navigation. The AR application was evaluated through three different experiments: examining overlay accuracy, assessing puncture accuracy, and performing pre-clinical evaluations on a phantom.</p><p><strong>Results: </strong>The results of the overlay accuracy assessment for the AR system yielded <math><mrow><mn>2.36</mn><mo>±</mo><mn>2.04</mn><mtext> </mtext><mi>mm</mi></mrow></math>. Additionally, the puncture accuracy utilizing the AR system yielded <math><mrow><mn>1.02</mn><mo>±</mo><mn>2.41</mn><mtext> </mtext><mi>mm</mi></mrow></math>. During the pre-clinical evaluation on the phantom, needle puncture with AR guidance showed <math><mrow><mn>7.43</mn><mo>±</mo><mn>2.73</mn><mtext> </mtext><mi>mm</mi></mrow></math>, whereas needle puncture without AR guidance showed <math><mrow><mn>22.62</mn><mo>±</mo><mn>9.37</mn><mtext> </mtext><mi>mm</mi></mrow></math>.</p><p><strong>Conclusions: </strong>Overall, the AR platform has the potential to enhance the accuracy of percutaneous epicardial access for mapping and ablation of cardiac arrhythmias, thereby reducing complications and improving patient outcomes. The significance of this study lies in the potential of AR guidance to enhance the accuracy and safety of percutaneous epicardial access.</p>","PeriodicalId":47707,"journal":{"name":"Journal of Medical Imaging","volume":"11 3","pages":"035002"},"PeriodicalIF":1.9000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11135927/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Medical Imaging","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1117/1.JMI.11.3.035002","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/5/29 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: The objective of this study is to evaluate the accuracy of an augmented reality (AR) system in improving guidance, accuracy, and visualization during the subxiphoidal approach for epicardial ablation.
Approach: An AR application was developed to project real-time needle trajectories and patient-specific 3D organs using the Hololens 2. Additionally, needle tracking was implemented to offer real-time feedback to the operator, facilitating needle navigation. The AR application was evaluated through three different experiments: examining overlay accuracy, assessing puncture accuracy, and performing pre-clinical evaluations on a phantom.
Results: The results of the overlay accuracy assessment for the AR system yielded . Additionally, the puncture accuracy utilizing the AR system yielded . During the pre-clinical evaluation on the phantom, needle puncture with AR guidance showed , whereas needle puncture without AR guidance showed .
Conclusions: Overall, the AR platform has the potential to enhance the accuracy of percutaneous epicardial access for mapping and ablation of cardiac arrhythmias, thereby reducing complications and improving patient outcomes. The significance of this study lies in the potential of AR guidance to enhance the accuracy and safety of percutaneous epicardial access.
目的:本研究旨在评估增强现实(AR)系统在改进心外膜消融术剑突下入路过程中的引导、准确性和可视化方面的准确性:方法:使用 Hololens 2 开发了一款 AR 应用程序,用于投射实时针轨迹和患者特定的 3D 器官。此外,还实现了针跟踪,为操作者提供实时反馈,方便针导航。通过三个不同的实验对 AR 应用程序进行了评估:检查覆盖准确性、评估穿刺准确性,以及在模型上进行临床前评估:结果:AR 系统的覆盖精度评估结果为 2.36±2.04 毫米。此外,AR 系统的穿刺精度为 1.02±2.41 毫米。在模型上进行临床前评估时,使用 AR 引导的穿刺针穿刺结果为(7.43±2.73)毫米,而不使用 AR 引导的穿刺针穿刺结果为(22.62±9.37)毫米:总体而言,AR 平台有可能提高经皮心外膜入路进行心律失常绘图和消融的准确性,从而减少并发症,改善患者预后。这项研究的意义在于 AR 引导有可能提高经皮心外膜入路的准确性和安全性。
期刊介绍:
JMI covers fundamental and translational research, as well as applications, focused on medical imaging, which continue to yield physical and biomedical advancements in the early detection, diagnostics, and therapy of disease as well as in the understanding of normal. The scope of JMI includes: Imaging physics, Tomographic reconstruction algorithms (such as those in CT and MRI), Image processing and deep learning, Computer-aided diagnosis and quantitative image analysis, Visualization and modeling, Picture archiving and communications systems (PACS), Image perception and observer performance, Technology assessment, Ultrasonic imaging, Image-guided procedures, Digital pathology, Biomedical applications of biomedical imaging. JMI allows for the peer-reviewed communication and archiving of scientific developments, translational and clinical applications, reviews, and recommendations for the field.