Augmented Reality in Surgical Navigation: A Review of Evaluation and Validation Metrics

被引:33
作者
Malhotra, Shivali [1 ]
Halabi, Osama [1 ]
Dakua, Sarada Prasad [2 ]
Padhan, Jhasketan [2 ]
Paul, Santu [2 ]
Palliyali, Waseem [2 ]
机构
[1] Qatar Univ, Dept Comp Sci & Engn, Doha 2713, Qatar
[2] Hamad Med Corp HMC, Dept Surg, Doha 3050, Qatar
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 03期
关键词
augmented reality; surgery; visualization; evaluation; validation; PEDICLE SCREW PLACEMENT; VIRTUAL-REALITY; SURGERY; IMAGE; REGISTRATION; GUIDANCE; SYSTEM; VISUALIZATION; CALIBRATION; ACCURACY;
D O I
10.3390/app13031629
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Pre-operative imaging has been used earlier to guide traditional surgical navigation systems. There has been a lot of effort in the last decade to integrate augmented reality into the operating room to help surgeons intra-operatively. An augmented reality (AR) based navigation system provides a clear three-dimensional picture of the interested areas over the patient to aid surgical navigation and operations, which is a promising approach. The goal of this study is to review the application of AR technology in various fields of surgery and how the technology is used for its performance in each field. Assessment of the available AR assisted navigation systems being used for surgery is reviewed in this paper. Furthermore, a discussion about the required evaluation and validation metric for these systems is also presented. The paper comprehensively reviews the literature since the year 2008 for providing relevant information on applying the AR technology for training, planning and surgical navigation. It also describes the limitations which need to be addressed before one can completely rely on this technology for surgery. Thus, additional research is desirable in this emerging field, particularly to evaluate and validate the use of AR technology for surgical navigation.
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页数:17
相关论文
共 105 条
[1]   Training for Planning Tumour Resection: Augmented Reality and Human Factors [J].
Abhari, Kamyar ;
Baxter, John S. H. ;
Chen, Elvis C. S. ;
Khan, Ali R. ;
Peters, Terry M. ;
de Ribaupierre, Sandrine ;
Eagleson, Roy .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2015, 62 (06) :1466-1477
[2]   On-the-fly augmented reality for orthopedic surgery using a multimodal fiducial [J].
Andress, Sebastian ;
Johnson, Alex ;
Unberath, Mathias ;
Winkler, Alexander Felix ;
Yu, Kevin ;
Fotouhi, Javad ;
Weidert, Simon ;
Osgood, Greg ;
Navab, Nassir .
JOURNAL OF MEDICAL IMAGING, 2018, 5 (02)
[3]   Practical utility of liver segmentation methods in clinical surgeries and interventions [J].
Ansari, Mohammed Yusuf ;
Abdalla, Alhusain ;
Ansari, Mohammed Yaqoob ;
Ansari, Mohammed Ishaq ;
Malluhi, Byanne ;
Mohanty, Snigdha ;
Mishra, Subhashree ;
Singh, Sudhansu Sekhar ;
Abinahed, Julien ;
Al-Ansari, Abdulla ;
Balakrishnan, Shidin ;
Dakua, Sarada Prasad .
BMC MEDICAL IMAGING, 2022, 22 (01)
[4]   A survey of augmented reality [J].
Billinghurst, Mark ;
Clark, Adrian ;
Lee, Gun .
Foundations and Trends in Human-Computer Interaction, 2014, 8 (2-3) :73-272
[5]  
Baum Z., 2017, MEDICAL IMAGING 2017, V10135, P727
[6]  
Benckert Christoph, 2014, Viszeralmedizin, V30, P232, DOI 10.1159/000366458
[7]   The status of augmented reality in laparoscopic surgery as of 2016 [J].
Bernhardt, Sylvain ;
Nicolau, Stephane A. ;
Soler, Luc ;
Doignon, Christophe .
MEDICAL IMAGE ANALYSIS, 2017, 37 :66-90
[8]   Automatic localization of endoscope in intraoperative CT image: A simple approach to augmented reality guidance in laparoscopic surgery [J].
Bernhardt, Sylvain ;
Nicolau, Stephane A. ;
Agnus, Vincent ;
Soler, Luc ;
Doignon, Christophe ;
Marescaux, Jacques .
MEDICAL IMAGE ANALYSIS, 2016, 30 :130-143
[9]   A Randomized Trial of Laparoscopic versus Open Surgery for Rectal Cancer [J].
Bonjer, H. Jaap ;
Deijen, Charlotte L. ;
Abis, Gabor A. ;
Cuesta, Miguel A. ;
van der Pas, Martijn H. G. M. ;
de lange-de Klerk, Elly S. M. ;
Lacy, Antonio M. ;
Bemelman, Willem A. ;
Andersson, John ;
Angenete, Eva ;
Rosenberg, Jacob ;
Fuerst, Alois ;
Haglind, Eva .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (14) :1324-1332
[10]   Augmented reality in the surgery of cerebral arteriovenous malformations: technique assessment and considerations [J].
Cabrilo, Ivan ;
Bijlenga, Philippe ;
Schaller, Karl .
ACTA NEUROCHIRURGICA, 2014, 156 (09) :1769-1774