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Objective: Augmented reality (AR) is an emerging technology in spine surgery with the potential to enhance intraoperative visualization and precision by overlaying virtual images on anatomical structures. This bibliometric review analyzes trends in research and publication growth related to AR in spinal neurosurgery between 2013 and 2024.
Methods: A search across PubMed identified 267 articles.
Results: After screening, we analyzed 98 relevant studies, revealing exponential growth in AR research, with publications increasing from 1 in 2013 to 28 in 2024. The focus of research evolved over the years, with instrumentation being the dominant topic in 2020, and a broader emphasis on multi-domain AR applications in 2024. The United States led in publication output, followed by Germany, Sweden, and Switzerland.
Conclusions: The increasing number of studies reflects AR's growing adoption in both specialized and broad spine surgery applications. Although AR has demonstrated its potential to improve surgical precision and education, further research is needed to assess long-term clinical outcomes and overcome barriers to widespread implementation.
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http://dx.doi.org/10.1016/j.wneu.2025.124204 | DOI Listing |
Korean J Med Educ
September 2025
Clinical Skills Department and IMU Centre of Education, IMU University, Bukit Jalil, Malaysia.
Ergonomics
September 2025
Shenzhen Research Institute, City University of Hong Kong, Shenzhen, China.
Augmented reality (AR) integrates virtual objects in the real world, allowing users to interact intuitively with navigation information. This study systematically reviewed 13 articles on AR technology published from 2005 to 2024 through meta-analysis, comprising a total of 400 participants, to examine its effectiveness in enhancing navigation performance. Compared with traditional navigation tools, the results showed that AR technology more effectively enhances navigation performance, with the overall effect size calculated as 0.
View Article and Find Full Text PDFOrthop Traumatol Surg Res
September 2025
Service de Chirurgie Orthopédique, CHRU de Tours, France - Faculté de Médecine, Université de Tours, France.
Purpose: The potential of mixed reality to improve the accuracy of glenoid preparation pin positioning in shoulder arthroplasty has been previously reported. Another benefit of mixed reality may be its ability to assist junior surgeons in enhancing their precision during prosthetic procedures. The aim of this study was to evaluate and compare the accuracy of glenoid preparation pin positioning between a senior surgeon and a junior surgeon utilizing mixed reality guidance.
View Article and Find Full Text PDFJ Minim Invasive Gynecol
September 2025
Department of Gynecology, Obstetrics and Reproductive Medicine, AP-HM, Pôle femmes parents enfants, Marseille, France.
Objective: To develop a machine learning method for the automatic recognition of endometriosis lesions during laparoscopic surgery and evaluate its feasibility and performance.
Design: Collecting and annotating surgical videos and training, validating, and testing a deep neural network.
Setting: Multicenter proof-of-concept study using surgical videos from expert centers in France, Hungary, Brazil, and Denmark.
Sci Adv
September 2025
Division of Nanomaterials and Chemistry, Hefei National Research Center for Physical Sciences at the Microscale, Department of Chemistry, University of Science and Technology of China, Hefei 230026 China.
Optical-enabled identification and interaction provide an integral link between the digital and physical realms. However, nowadays optic-encodings, predominantly reliant on light's intensity and wavelength, are hindered by environmental light interference and limited information capacity. The introduction of unusual polarization states, such as circular polarization-which is absent from ordinary surroundings-holds promise for higher-dimensional interaction.
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