Augmented Reality, Virtual Reality and Artificial Intelligence in Orthopedic Surgery: A Systematic Review

被引:34
作者
Longo, Umile Giuseppe [1 ]
De Salvatore, Sergio [1 ]
Candela, Vincenzo [1 ]
Zollo, Giuliano [1 ]
Calabrese, Giovanni [1 ]
Fioravanti, Sara [2 ]
Giannone, Lucia [2 ]
Marchetti, Anna [2 ]
De Marinis, Maria Grazia [2 ]
Denaro, Vincenzo [1 ]
机构
[1] Campus Biomed Univ, Dept Orthoped & Trauma Surg, Via Alvaro Portillo 200, I-00128 Rome, Italy
[2] Campus Biomed Roma Univ, Res Unit Nursing Sci, I-00128 Rome, Italy
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 07期
关键词
extended reality technologies; virtual reality; augmented reality; orthopaedic surgery; simulation; intraoperative; postoperative; artificial intelligence; mixed reality; extended reality; SIMULATION;
D O I
10.3390/app11073253
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Background: The application of virtual and augmented reality technologies to orthopaedic surgery training and practice aims to increase the safety and accuracy of procedures and reducing complications and costs. The purpose of this systematic review is to summarise the present literature on this topic while providing a detailed analysis of current flaws and benefits. Methods: A comprehensive search on the PubMed, Cochrane, CINAHL, and Embase database was conducted from inception to February 2021. The Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines were used to improve the reporting of the review. The Cochrane Risk of Bias Tool and the Methodological Index for Non-Randomized Studies (MINORS) was used to assess the quality and potential bias of the included randomized and non-randomized control trials, respectively. Results: Virtual reality has been proven revolutionary for both resident training and preoperative planning. Thanks to augmented reality, orthopaedic surgeons could carry out procedures faster and more accurately, improving overall safety. Artificial intelligence (AI) is a promising technology with limitless potential, but, nowadays, its use in orthopaedic surgery is limited to preoperative diagnosis. Conclusions: Extended reality technologies have the potential to reform orthopaedic training and practice, providing an opportunity for unidirectional growth towards a patient-centred approach.
引用
收藏
页数:13
相关论文
共 56 条
[1]   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)
[2]   Virtual Reality, Augmented Reality, Gamification, and Telerehabilitation: Psychological Impact on Orthopedic Patients' Rehabilitation [J].
Berton, Alessandra ;
Longo, Umile Giuseppe ;
Candela, Vincenzo ;
Fioravanti, Sara ;
Giannone, Lucia ;
Arcangeli, Valeria ;
Alciati, Viviana ;
Berton, Claudia ;
Facchinetti, Gabriella ;
Marchetti, Anna ;
Schena, Emiliano ;
De Marinis, Maria Grazia ;
Denaro, Vincenzo .
JOURNAL OF CLINICAL MEDICINE, 2020, 9 (08) :1-13
[3]   What is Machine Learning? A Primer for the Epidemiologist [J].
Bi, Qifang ;
Goodman, Katherine E. ;
Kaminsky, Joshua ;
Lessler, Justin .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2019, 188 (12) :2222-2239
[4]   A simulation-based training system for hip fracture fixation for use within the hospital environment [J].
Blyth, P. ;
Stott, N. S. ;
Anderson, I. A. .
INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED, 2007, 38 (10) :1197-1203
[5]  
Brigham Tara J., 2017, Medical Reference Services Quarterly, V36, P171, DOI 10.1080/02763869.2017.1293987
[6]   What is the value of 3D virtual reality in understanding acetabular fractures? [J].
Brouwers, Lars ;
ter Gunne, Albert F. Pull ;
de Jongh, Mariska A. ;
Maal, Thomas J. J. ;
Vreeken, Rinaldo ;
van der Heijden, Frank H. W. M. ;
Leenen, Luke P. H. ;
Spanjersberg, Willem R. ;
van Helden, Sven H. ;
Verbeek, Diederik O. ;
Bemelman, Mike ;
Lansink, Koen W. W. .
EUROPEAN JOURNAL OF ORTHOPAEDIC SURGERY AND TRAUMATOLOGY, 2020, 30 (01) :109-116
[7]   Implementation of augmented reality support in spine surgery [J].
Carl, Barbara ;
Bopp, Miriam ;
Sass, Benjamin ;
Voellger, Benjamin ;
Nimsky, Christopher .
EUROPEAN SPINE JOURNAL, 2019, 28 (07) :1697-1711
[8]   Computer-Assisted Virtual Surgical Technology Versus Three-Dimensional Printing Technology in Preoperative Planning for Displaced Three and Four-Part Fractures of the Proximal End of the Humerus [J].
Chen, Yanxi ;
Jia, Xiaoyang ;
Qiang, Minfei ;
Zhang, Kun ;
Chen, Song .
JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 2018, 100 (22) :1960-1968
[9]   Augmented reality in bone tumour resection [J].
Cho, H. S. ;
Park, Y. K. ;
Gupta, S. ;
Yoon, C. ;
Han, I. ;
Kim, H-S. ;
Choi, H. ;
Hong, J. .
BONE & JOINT RESEARCH, 2017, 6 (03) :137-143
[10]   Early Feasibility Studies of Augmented Reality Navigation for Lateral Skull Base Surgery [J].
Creighton, Francis X. ;
Unberath, Mathias ;
Song, Tianyu ;
Zhao, Zhuokai ;
Armand, Mehran ;
Carey, John .
OTOLOGY & NEUROTOLOGY, 2020, 41 (07) :883-888