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Background And Objectives: Suboptimal placement occurs in 26% of external ventricular drain (EVD) procedures performed using traditional freehand methods. We developed a low-cost augmented reality stereotactic navigation system aimed at improving accuracy and safety of the procedure, which is readily compatible with existing Picture Archiving and Communication Systems and automated image segmentation algorithms.
Methods: The system integrates cloud storage, image segmentation, trajectory planning, point-based image-to-patient registration, and real-time 3-dimensional guidance superimposed over the surgical field. As a proof of concept, 15 neurosurgeons, neurosurgical residents, and physician assistants used anatomical landmark-based registration to conduct 29 EVD placements on anatomical phantoms with small ventricles within a simulated surgical environment. From postoperative computed tomography, placement accuracy was assessed using the Kakarla grading scale, along with the distance to target and angular deviation.
Results: Twenty EVDs (69.0%; 95% CI, 52.1%-85.8%) were graded as optimal Kakarla 1 placements, 4 (13.8%; 95% CI, 1.2%-26.3%) as suboptimal Kakarla 2 placements, and 5 (17.2%; 95% CI, 3.5%-31.0%) as suboptimal Kakarla 3 placements. The mean distance to target was 9.49 mm (SD, 4.64 mm), and the mean angular deviation was 9.20° (SD, 6.35°). The mean workflow time was 22 minutes 45 seconds (SD, 11 minutes 38 seconds), and the system demonstrated a fiducial registration error of 4.00 mm (SD, 1.16 mm). Challenges related to human-computer interaction were identified, suggesting further refinement is needed to optimize usability.
Conclusion: While the accuracy, user interface, and procedural time of the system require further refinement for clinical implementation, this proof of concept demonstrates the clinical and technical feasibility of an end-to-end 3-dimensional augmented reality system with the potential to enhance the safety and accuracy of EVD placements.
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http://dx.doi.org/10.1227/ons.0000000000001681 | 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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