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Gonzales A, Jackson C, Cha J. Extended reality as a modality to train non-technical skills in healthcare: A scoping review. APPLIED ERGONOMICS 2025; 125:104463. [PMID: 39756229 DOI: 10.1016/j.apergo.2024.104463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 12/23/2024] [Accepted: 12/24/2024] [Indexed: 01/07/2025]
Abstract
The need to train non-technical skills (NTS) has seen a growing emphasis in recent literature, as they have been associated with improved patient outcomes. NTS training often utilizes live simulations where healthcare workers can practice these skills, but simulations like this can be expensive and resource intensive to run. Training technical skills using extended reality tools (e.g., virtual, augmented, or mixed reality) has seen a growth in popularity across healthcare domains, however, the use of XR to train specific interpersonal and cognitive skills comprises a smaller part of the literature. As such, this study aims to scope the literature to identify how NTS have been trained through XR-based systems. The specific aims were to identify: 1) which NTS are being trained in healthcare, 2) which modality of XR these skills are being trained in, 3) what specialties are using XR to train NTS in healthcare, and 4) potential areas for future work. Based on consistent search terms for each database, 18,984 articles were initially retrieved, and articles were removed per the screening criteria. Results from the 15 included articles show that the most common NTS construct evaluated was communication (80%), the most common XR modality was virtual reality (80%), and the most common healthcare domain was surgery (46.7%). These articles found that training NTS in XR can lead to comparable, or better, learning outcomes compared to traditional methods. However, future work may look to consider additional NTS in training, improve interaction with XR environments, and measure NTS with XR technology.
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Affiliation(s)
- Alec Gonzales
- Department of Industrial Engineering, Clemson University, Clemson, SC, USA
| | - Cullen Jackson
- Department of Industrial Engineering, Clemson University, Clemson, SC, USA
| | - Jackie Cha
- Department of Industrial Engineering, Clemson University, Clemson, SC, USA.
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Cho Y, Spirou G, Decker SJ, Ford JM, Mifsud M, Sommers E, Bensoussan Y. Use of Three-Dimensional (3D) Airway Modeling and Virtual Reality for Diagnosis, Communication, and Surgical Planning of Complex Airway Stenosis. Head Neck 2025; 47:1162-1167. [PMID: 39635743 DOI: 10.1002/hed.28019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 11/09/2024] [Accepted: 11/19/2024] [Indexed: 12/07/2024] Open
Abstract
OBJECTIVE We hypothesized that a method to segment human airways from clinical cases and import them into a case presentation environment in Virtual Reality (VR) could be developed to model and visualize complex airway stenosis for efficient surgical planning. METHODS One normal and two pathological airways modeled from CT scans at a slice thickness of 0.625 mm were processed. A multidisciplinary team composed of airway surgeons, VR engineers, educators, and radiologists collaborated to create a clinically relevant VR rendering and explanatory Narrations of the three clinical cases. Segmentation and postprocessing were completed in the Mimics Innovation Suite v24 from Materialize. Structures were segmented from the level of bifurcation of common carotid arteries to the level of bifurcation of the main bronchi, including cartilaginous and bony airway structures, vessels, and soft tissues. They were then postprocessed into 3D image volumes and imported into syGlass (IstoVisio Inc.), a VR software. RESULTS Direct visualization and free manipulation of these 3D airway models within the VR environment provided improved geometrical and anatomical details compared to traditional two-dimensional (2D) CT. Then, specialized presentation and active learning tools developed for scientific communication using the VR environment permitted the creation of VR Narrations to explain pathological cases. CONCLUSION The method to segment human airways from clinical cases used in this paper, combined with intuitive VR tools to overlay segmentation and image data in an active learning environment, shows potential in the use of 3D airway modeling and VR in clinical practice for the description and surgical planning of complex airways. Further work is needed to validate the use of these models in clinical practice and patient education. LEVEL OF EVIDENCE Level 4.
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Affiliation(s)
- Youngjun Cho
- Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
| | - George Spirou
- Department of Medical Engineering, University of South Florida, Tampa, Florida, USA
| | - Summer J Decker
- Department of Radiology, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
| | - Jonathan M Ford
- Department of Radiology, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
| | - Matthew Mifsud
- Department of Otolaryngology-Head & Neck Surgery, University of South Florida, Tampa, Florida, USA
| | - Eric Sommers
- Department of Surgery, University of South Florida, Tampa, Florida, USA
| | - Yael Bensoussan
- Department of Otolaryngology-Head & Neck Surgery, University of South Florida, Tampa, Florida, USA
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Dündar B, Gönüldaş F, Akat B, Orhan K. The effect of virtual reality simulators on tooth preparation skills of dental students. BMC Oral Health 2025; 25:422. [PMID: 40121443 PMCID: PMC11930006 DOI: 10.1186/s12903-025-05812-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 03/14/2025] [Indexed: 03/25/2025] Open
Abstract
BACKROUND It has been considered that the preclinical education may be inadequate in the development of preparation skills of dental students. With technological developments, there is an increase in the use of computer-aided simulations in dental education. Virtual reality (VR) patient simulators promise practice in a realistic environment with detailed, frequent and objective feedback, but it remains unclear whether these features lead to better or faster skill acquisition. This study aims to investigate the impact of virtual reality simulations on students' clinical preparation skills. METHODS In this study, tooth preparation data of 100 fourth-year students who practiced preparation with a virtual reality device and had real patient experience, as well as a group of 100 fifth-year students who had no prior virtual reality experience but had real patient experience, were transferred to the exocad® DentalCAD program, a CAD software, for the measurement of TOC (Total Occlusal Convergence) angles. The data obtained from these measurements were analyzed using the SPSS program. In addition to this study, 25 random individuals from both groups underwent preparation in a phantom model in order to make a comparison between different experience environments. Finally, a questionnaire was administered to the group trained in the simulator to evaluate the students' perspective on this new training method. Independent sample T test and single sample analysis of variance (ANOVA), which are parametric test methods, and Tukey HSD, which is a post hoc test, were used in statistical analyses. With the t test, which is used to investigate whether there is a difference between two sample groups in terms of averages, we aimed to investigate the significance between class level and tooth cutting surface by using group statistics and descriptive analysis data of the preparations. With the ANOVA test, which is a statistical analysis method used to compare the averages between at least three groups, we looked at whether the preparations we made in 3 different experience environments produced a significant result according to the tooth cutting surface, and then we investigated which experience group was the source of the significance with the tukey test. RESULTS In the descriptive statistical analysis, it was determined that the average preparation angles of the 4th-year students were lower than those of the 5th-year students. Accordingly, it is possible to say that grade levels affect all surface preparation results in a statistically significant way. In descriptive statistics regarding patient preparation experience, the averages of the preparation angles taken according to the tooth surfaces of the 4th and 5th Grades are; The averages of the mesial, distal and buccal surfaces are close to each other, but only on the palatal surfaces, there is a significant difference between the averages of the 4th Grade (12.46) and the current average of the 5th Grade (15.22). The results of the Independent Samples T-Test conducted in the context of grade levels and four surface areas, is examined, it is seen that there are statistically significant differences between grade levels and the preparation results of all surfaces (p < 0.05). CONCLUSIONS According to the results of this study, students who used virtual reality simulators were more successful in terms of tooth preparation angles compared to students who did not use virtual reality simulators. This study demonstrated that the use of virtual reality simulators contributes to tooth prepartion skills.
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Affiliation(s)
- Burcu Dündar
- Department of Prosthodontics, Faculty of Dentistry, Ankara University, Ankara, Turkey
| | - Fehmi Gönüldaş
- Department of Prosthodontics, Faculty of Dentistry, Ankara University, Ankara, Turkey
| | - Bora Akat
- Department of Prosthodontics, Faculty of Dentistry, Ankara University, Ankara, Turkey.
| | - Kaan Orhan
- Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Ankara University, Ankara, Turkey
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Arikatla S, Ravikumar S, White R, Nguyen T, Paniagua B. High-fidelity surgical simulator for the performance of craniofacial osteotomies. Int J Comput Assist Radiol Surg 2025; 20:535-543. [PMID: 39663333 DOI: 10.1007/s11548-024-03297-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 11/20/2024] [Indexed: 12/13/2024]
Abstract
PURPOSE The oral and maxillofacial (OMF) surgical community is making an active effort to develop new approaches for surgical training in order to compensate for work-hour restrictions, mitigate differences between training standards, and improve the efficiency of learning while minimizing the risks for the patients. Simulation-based learning, a technology adopted in other training paradigms, has the potential to enhance surgeons' knowledge and psychomotor skills. METHODS We developed a fully immersive, high-fidelity virtual simulation trainer system based on Kitware's open-source visualization and interactive simulation libraries: the Interactive Medical Simulation Toolkit (iMSTK) and the Visualization Toolkit (VTK). This system allows surgeons to train for the crucial osteotomy step in bilateral sagittal split osteotomy (BSSO) using a pen-grasp oscillating saw that is controlled in the virtual environment using a 3D Systems Geomagic Touch haptic device. The simulator incorporates a proficiency-based progression evaluation system to assess the correctness of the cut and provide user feedback. RESULTS Three expert clinicians and two senior residents tested our pilot simulator to evaluate how the developed system compares to the performance of real-life surgery. The outcomes of the face and content validation study showed promising results with respect to the quality of the simulated images and the force feedback response they obtained from the device matched what they expected to feel. CONCLUSION The developed trainer has the potential to contribute to a reduction in the prevalence of adverse surgical outcomes after OMF surgeries involving osteotomies. Observing the clinicians and talking through some of the difficulties helped us identify key areas for improvement. Future work will focus on further clinical evaluation for the BSSO surgical scenario and extension of the trainer to include other craniofacial osteotomy procedures.
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Affiliation(s)
- Sreekanth Arikatla
- Medical Computing, Kitware Inc, 101 E Weaver St g4, Carrboro, NC, 27510, USA
| | - Sadhana Ravikumar
- Medical Computing, Kitware Inc, 101 E Weaver St g4, Carrboro, NC, 27510, USA
| | - Raymond White
- School of Dentistry, University of North Carolina at Chapel Hill, Street, Chapel Hill, NC, 27599, USA
| | - Tung Nguyen
- School of Dentistry, University of North Carolina at Chapel Hill, Street, Chapel Hill, NC, 27599, USA
| | - Beatriz Paniagua
- Medical Computing, Kitware Inc, 101 E Weaver St g4, Carrboro, NC, 27510, USA.
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Engelschalk M, Al Hamad KQ, Mangano R, Smeets R, Molnar TF. Dental implant placement with immersive technologies: A preliminary clinical report of augmented and mixed reality applications. J Prosthet Dent 2025; 133:346-351. [PMID: 38480015 DOI: 10.1016/j.prosdent.2024.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 02/12/2024] [Accepted: 02/13/2024] [Indexed: 04/21/2024]
Abstract
A preliminary clinical report of implant placements with 2 immersive reality technologies is described: augmented reality with head mounted display and mixed reality with a tablet PC. Both immersive realities are promising and could facilitate innovative dental applications. However, mixed reality requires further development for clinical optimization.
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Affiliation(s)
- Marcus Engelschalk
- Researcher, Department of Oral and Maxillofacial Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; and Private practice, Munich, Germany
| | - Khaled Q Al Hamad
- Professor, College of Dental Medicine, Qatar University, QU Health, Doha, Qatar.
| | | | - Ralf Smeets
- Professor, Department of Oral and Maxillofacial Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tamás F Molnar
- Professor, Medical Skill and Innovation Centre, Department of Operational Medicine, Medical School, University of Pécs, Pécs, Hungary
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Perrotta S, Carraturo E, D’Antò V, Ludwig B, Bocchino T, Vaira LA, De Riu G, Valletta R, Piombino P. A Novel Virtual Planned-Orthodontic-Surgical Approach for Proportional Condylectomy in Condylar Hyperplasia. J Clin Med 2025; 14:752. [PMID: 39941425 PMCID: PMC11818501 DOI: 10.3390/jcm14030752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Revised: 01/03/2025] [Accepted: 01/09/2025] [Indexed: 02/16/2025] Open
Abstract
Background/Objectives: Condylectomy is a delicate and intricate procedure commonly employed in the management of temporomandibular joint (TMJ) disorders, osteochondromas, condylar hyperplasia, hemimandibular hyperplasia, and other pathologies affecting the condylar region. The advent of surgical cutting guides has introduced a new dimension to condylectomy procedures as they enable surgeons to plan and execute precise cuts with a heightened level of accuracy. In the literature already exists cases of cutting guide-based condylectomy, but they only depend on the mere mirroring procedure in virtual planning, which has accuracy limitations because it does not consider asymmetry of peri-condylar structures at the level of the ramus, body, and mandibular angle. Methods: CAD-CAM orthodontic preparation through the NEMOFAB Software was performed to correct the canting of the occlusal plane, following the "orthodontic first" technique. The same software was used for VSP of the surgical cutting guide to perform the condylectomy, basing not to the mere mirroring of the opposite side but considering the whole condylar-TMJ-glenoid fossa structure. Results: At 6 months follow-up, the patient showed good occlusion and an almost totally recovered lower third symmetry as median-upper and lower interincisive lines coincide with each other and with the chin median. A good occlusal and masticatory outcome was obtained. The joint structure was preserved with remodeling of the glenoid cavity caused by the presence of the joint disc, which was preserved during surgery. Conclusions: The goal of this study is to propose a method of therapeutic management of condylar hyperplasia that benefits from accurate pre-operative orthodontic treatment (orthodontics first) to maximize the results of proportional condylectomy, reducing post-operative orthodontic care as well as any need for any adjuvant orthognathic surgery. A new virtual surgical planning method is also proposed for creating a cutting guide that not only takes advantage of the mirroring technique to accurately calculate the amount of condyle to be cut but also considers the entire condyle-TMJ complex to perform a condylectomy that is more precise.
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Affiliation(s)
- Stefania Perrotta
- Department of Neurosciences, Reproductive Sciences and Oral Sciences, Division of Orthodontics, University of Naples “Federico II”, Via Pansini 5, 80131 Naples, Italy; (V.D.); (T.B.); (R.V.)
| | - Emanuele Carraturo
- Department of Neurosciences, Reproductive Sciences and Oral Sciences, Division of Maxillofacial Surgery, University of Naples “Federico II”, 80131 Naples, Italy;
| | - Vincenzo D’Antò
- Department of Neurosciences, Reproductive Sciences and Oral Sciences, Division of Orthodontics, University of Naples “Federico II”, Via Pansini 5, 80131 Naples, Italy; (V.D.); (T.B.); (R.V.)
| | - Björn Ludwig
- Department of Orthodontics, Institute of Odontology, Saarland University, 66421 Homburg, Germany;
- Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden
- Private Practice of Orthodontics, 56841 Traben-Trarbach, Germany
| | - Tecla Bocchino
- Department of Neurosciences, Reproductive Sciences and Oral Sciences, Division of Orthodontics, University of Naples “Federico II”, Via Pansini 5, 80131 Naples, Italy; (V.D.); (T.B.); (R.V.)
| | - Luigi Angelo Vaira
- Maxillofacial Surgery Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, 07100 Sassari, Italy; (L.A.V.); (G.D.R.)
| | - Giacomo De Riu
- Maxillofacial Surgery Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, 07100 Sassari, Italy; (L.A.V.); (G.D.R.)
| | - Rosa Valletta
- Department of Neurosciences, Reproductive Sciences and Oral Sciences, Division of Orthodontics, University of Naples “Federico II”, Via Pansini 5, 80131 Naples, Italy; (V.D.); (T.B.); (R.V.)
| | - Pasquale Piombino
- Maxillofacial Surgery Unit, Caserta Hospital “Sant’Anna e San Sebastiano”, Via Palasciano, 81100 Caserta, Italy;
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Dubron K, Shaheen E, Jacobs R, Politis C, Willaert R. Validation of mixed reality in planning orbital reconstruction with patient-specific implants. Sci Rep 2025; 15:2087. [PMID: 39814827 PMCID: PMC11735609 DOI: 10.1038/s41598-025-85154-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 01/01/2025] [Indexed: 01/18/2025] Open
Abstract
This study aims to evaluate and compare the usability and performance of mixed reality (MR) technology versus conventional methods for preoperative planning of patient-specific reconstruction plates for orbital fractures. A crossover study design was used to compare MR technology with conventional three-dimensional (3D) printing approaches in the planning of maxillofacial traumatology treatments. The primary focus was on user-friendliness and the accuracy of patient-specific reconstruction planning. Secondary outcomes included investigating time differences between the two approaches and evaluating the potential effects on the learning curve. Participants were asked to complete questionnaires assessing various aspects, such as visualization, interaction, segmentation, treatment planning, and evaluation. Objective endpoints were evaluated blindly, while subjective endpoints were analyzed through a double-blind process. The total workflow time for MR technology was significantly shorter compared to the conventional method. Moreover, treatment planning using MR was significantly more accurate (p = .028), with participants reporting a higher mean global satisfaction score compared to the conventional group (80.6% vs. 72.5%). This study sheds light on the potential benefits of employing MR technology in maxillofacial orbital reconstruction. This preoperative method allows for faster and more precise design of patient-specific implants for orbital reconstruction, potentially leading to improved long-term cost-effectiveness.
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Affiliation(s)
- K Dubron
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Leuven, Belgium
- OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Leuven, Belgium
| | - E Shaheen
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Leuven, Belgium
- OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Leuven, Belgium
| | - R Jacobs
- OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Leuven, Belgium.
- Department of Dental Medicine, Karolinska Institutet, Stockholm, Sweden.
| | - C Politis
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Leuven, Belgium
- OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Leuven, Belgium
| | - R Willaert
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Leuven, Belgium
- OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Leuven, Belgium
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Schrader F, Saigo L, Kübler N, Rana M, Wilkat M. Novel CAD/CAM-splint-based navigation protocol enhances intraoperative maxillary position control in orthognathic surgery: a case control study. Head Face Med 2025; 21:1. [PMID: 39794777 PMCID: PMC11721267 DOI: 10.1186/s13005-024-00477-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 12/22/2024] [Indexed: 01/13/2025] Open
Abstract
BACKGROUND Virtual surgical planning for orthognathic surgery typically relies on two methods for intraoperative plan transfer: CAD/CAM occlusal splints and patient-specific implants (PSI). While CAD/CAM splints may offer limited accuracy, particularly in the vertical dimension, PSIs are constrained by higher costs and extended preparation times. Surgical navigation has emerged as a potential alternative, but existing protocols often involve invasive registration or lack transparent evaluation. This study introduces a novel protocol for point-based optical navigation using modified CAD/CAM splints for non-invasive registration and transparent intraoperative evaluation, assessing its effectiveness in maxillary positioning. METHODS This prospective case-control study included 20 patients undergoing bimaxillary orthognathic surgery. The experimental group employed surgical navigation with modified CAD/CAM splints, while the control group used standard CAD/CAM splints. Surgical accuracy was evaluated by measuring translational and rotational discrepancies between the planned and achieved maxillary positions. A mixed ANOVA was conducted to assess other factors, aside from surgical navigation, that might influence surgical accuracy. RESULTS Surgical navigation significantly improved accuracy in translational movements along the x-axis (right-left: -0.81 mm; p = 0.021) and z-axis (down-up: -0.82 mm; p = 0.014), as well as in yaw rotation (-0.45°; p = 0.045). Other movements also showed improved precision in the navigated group, though not statistically significant; y-axis (back-front): -0.60 mm (p = 0.094); pitch rotation: -0.70° (p = 0.071); roll rotation: -0.04° (p = 0.428). Besides the use of surgical navigation, the amount of planned movement significantly impacted surgical accuracy, although no specific factors could be identified to predict which cases would particularly benefit from surgical navigation. CONCLUSIONS Surgical navigation with modified CAD/CAM splints enhances surgical accuracy without requiring invasive procedures, offering a straightforward and transparent protocol suitable for routine clinical practice that allows intraoperative evaluation of maxillary positioning. However, the clinical significance and cost-effectiveness compared to PSI need further investigation. These findings suggest new directions for future developments, especially with advancements in mixed reality technologies, which could broaden the application of surgical navigation. TRIAL REGISTRATION Retrospectively registered with the German Clinical Trials Register (DRKS00034795).
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Affiliation(s)
- Felix Schrader
- Department of Oral and Maxillofacial Surgery, Heinrich Heine University Hospital Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany
| | - Leonardo Saigo
- Department of Oral and Maxillofacial Surgery, National Dental Centre Singapore, 5 Second Hospital Ave, Singapore, 168938, Singapore
| | - Norbert Kübler
- Department of Oral and Maxillofacial Surgery, Heinrich Heine University Hospital Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany
| | - Majeed Rana
- Department of Oral and Maxillofacial Surgery, Heinrich Heine University Hospital Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany
| | - Max Wilkat
- Department of Oral and Maxillofacial Surgery, Heinrich Heine University Hospital Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany.
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Kim-Berman H, Herremans J, Bonine B, Aronovich S, Ramaswamy V. Accuracy and user experience of dental diagnosis of a patient with cleidocranial dysplasia using immersive virtual reality and cone-beam computed tomography multiplanar reconstructions. Am J Orthod Dentofacial Orthop 2025; 167:110-122. [PMID: 39709222 DOI: 10.1016/j.ajodo.2024.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 08/01/2024] [Accepted: 08/01/2024] [Indexed: 12/23/2024]
Abstract
INTRODUCTION Accuracy and user experience of dental diagnosis for a patient with cleidocranial dysplasia (CCD) using immersive virtual reality (VR) and cone-beam computed tomography multiplanar reconstruction methods were evaluated. METHODS Dental students (n = 40) were randomly assigned to VR or MP groups. VR participants manipulated and visualized the rendered 3-dimensional model using VR hardware and software. The MP participants viewed cone-beam computed tomography slices using orthogonal planes and 3-dimensional rendered images on a computer. Participants identified erupted and unerupted primary, permanent, and supernumerary teeth in a patient with CCD and completed presurvey, postsurvey, Presence, and NASA Task Load Index questionnaires. RESULTS The VR group was significantly more accurate in identifying supernumerary teeth (P <0.008), developing permanent teeth (P <0.020), and primary teeth (P <0.05) in the maxillary anterior region than the MP group. There was more variability in the accuracy of tooth identification for the MP participants (P = 0.005). The Presence Questionnaire showed that participants from the VR group had significantly greater feelings of control and sensory factors during the task (P <0.05). The NASA Task Load Index showed that the MP group participants worked harder and required more mental demands to accomplish the same task (P <0.001). CONCLUSIONS This study showed that for novice clinicians, the VR method might offer a more accurate method of dental diagnosis of a patient with CCD who presents with retained primary teeth, multiple impacted, and supernumerary teeth. In addition, the VR participants showed increased engagement and a sense of presence.
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Affiliation(s)
- Hera Kim-Berman
- Department of Orthodontics and Pediatric Dentistry, School of Dentistry, University of Michigan, Ann Arbor, Mich.
| | - Jacob Herremans
- School of Dentistry, University of Michigan, Ann Arbor, Mich
| | - Brandon Bonine
- Department of Oral and Maxillofacial Surgery, School of Dentistry, University of Michigan, Ann Arbor, Mich
| | - Sharon Aronovich
- Department of Oral and Maxillofacial Surgery, School of Dentistry, University of Michigan, Ann Arbor, Mich
| | - Vidya Ramaswamy
- School of Dentistry, University of Michigan, Ann Arbor, Mich
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Seth I, Lim B, Lu PYJ, Xie Y, Cuomo R, Ng SKH, Rozen WM, Sofiadellis F. Digital Twins Use in Plastic Surgery: A Systematic Review. J Clin Med 2024; 13:7861. [PMID: 39768784 PMCID: PMC11728120 DOI: 10.3390/jcm13247861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 12/10/2024] [Accepted: 12/21/2024] [Indexed: 01/16/2025] Open
Abstract
Background/Objectives: Digital twin technology, initially developed for engineering and manufacturing, has entered healthcare. In plastic surgery, digital twins (DTs) have the potential to enhance surgical precision, personalise treatment plans, and improve patient outcomes. This systematic review aims to explore the current use of DTs in plastic surgery and evaluate their effectiveness, challenges, and future potential. Methods: A systematic review was conducted by searching PubMed, Scopus, Web of Science, and Embase databases from their infinity to October 2024. The search included terms related to digital twins and plastic surgery. Studies were included if they focused on applying DTs in reconstructive or cosmetic plastic surgery. Data extraction focused on study characteristics, technological aspects, outcomes, and limitations. Results: After 110 studies were selected for screening, 9 studies met the inclusion criteria, covering various areas of plastic surgery, such as breast reconstruction, craniofacial surgery, and microsurgery. DTs were primarily used in preoperative planning and intraoperative guidance, with reported improvements in surgical precision, complication rates, and patient satisfaction. However, challenges such as high costs, technical complexity, and the need for advanced imaging and computational tools were frequently noted. Limited research exists on using DTs in postoperative care and real-time monitoring. Conclusions: This systematic review highlights the potential of digital twins to revolutionise plastic surgery by providing personalised and precise surgical approaches. However, barriers such as cost, complexity, and ethical concerns must be addressed. Future research should focus on validating clinical outcomes through large-scale studies and developing soft tissue modelling and real-time monitoring capabilities.
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Affiliation(s)
- Ishith Seth
- Department of Plastic Surgery, Peninsula Health, Melbourne, VIC 3199, Australia
| | - Bryan Lim
- Department of Plastic Surgery, Peninsula Health, Melbourne, VIC 3199, Australia
| | - Phil Y. J. Lu
- Department of Plastic Surgery, Peninsula Health, Melbourne, VIC 3199, Australia
| | - Yi Xie
- Department of Plastic Surgery, Peninsula Health, Melbourne, VIC 3199, Australia
| | - Roberto Cuomo
- Plastic and Reconstructive Surgery, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Sally Kiu-Huen Ng
- Department of Plastic and Reconstructive Surgery, Austin Health, Heidelberg, VIC 3084, Australia
| | - Warren M. Rozen
- Department of Plastic Surgery, Peninsula Health, Melbourne, VIC 3199, Australia
| | - Foti Sofiadellis
- Department of Plastic Surgery, Peninsula Health, Melbourne, VIC 3199, Australia
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Serrano CM, Atenas MJ, Rodriguez PJ, Vervoorn JM. From Virtual Reality to Reality: Fine-Tuning the Taxonomy for Extended Reality Simulation in Dental Education. EUROPEAN JOURNAL OF DENTAL EDUCATION : OFFICIAL JOURNAL OF THE ASSOCIATION FOR DENTAL EDUCATION IN EUROPE 2024. [PMID: 39698875 DOI: 10.1111/eje.13064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 11/03/2024] [Accepted: 12/05/2024] [Indexed: 12/20/2024]
Abstract
INTRODUCTION Digital simulation in dental education has substantially evolved, addressing several educational challenges in dentistry. Following global lockdowns and sustainability concerns, dental educators are increasingly adopting digital simulation to enhance or replace traditional training methods. This review aimed to contribute to a uniform taxonomy for extended reality (XR) simulation within dental education. METHODS This scoping review followed the PRISMA and PRISMA-ScR guidelines. PubMed/MEDLINE, EMBASE, Web of Science and Google Scholar were searched. Eligible studies included English-written publications in indexed journals related to digital simulation in dental/maxillofacial education, providing theoretical descriptions of extended reality (XR) and/or immersive training tools (ITT). The outcomes of the scoping review were used as building blocks for a uniform of XR-simulation taxonomy. RESULTS A total of 141 articles from 2004 to 2024 were selected and categorised into Virtual Reality (VR), Mixed Reality (MR), Augmented Reality (AR), Augmented Virtuality (AV) and Computer Simulation (CS). Stereoscopic vision, immersion, interaction, modification and haptic feedback were identified as recurring features across XR-simulation in dentistry. These features formed the basis for a general XR-simulation taxonomy. DISCUSSION While XR-simulation features were consistent in the literature, the variety of definitions and classifications complicated the development of a taxonomy framework. VR was frequently used as an umbrella term. To address this, operational definitions were proposed for each category within the virtuality continuum, clarifying distinctions and commonalities. CONCLUSION This scoping review highlights the need for a uniform taxonomy in XR simulation within dental education. Establishing a consensus on XR-related terminology and definitions facilitates future research, allowing clear evidence reporting and analysis. The proposed taxonomy may also be of use for medical education, promoting alignment and the creation of a comprehensive body of evidence in XR technologies.
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Affiliation(s)
- Carlos M Serrano
- Digital Dentistry, Academic Centre for Dentistry Amsterdam (ACTA), Amsterdam, The Netherlands
| | - María J Atenas
- Digital Dentistry, Academic Centre for Dentistry Amsterdam (ACTA), Amsterdam, The Netherlands
| | - Patricio J Rodriguez
- Digital Dentistry, Academic Centre for Dentistry Amsterdam (ACTA), Amsterdam, The Netherlands
| | - Johanna M Vervoorn
- Digital Dentistry, Academic Centre for Dentistry Amsterdam (ACTA), Amsterdam, The Netherlands
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Jindanil T, Burlacu-Vatamanu OE, Meyns J, Meewis J, Fontenele RC, Perula MCDL, Jacobs R. Automated orofacial virtual patient creation: A proof of concept. J Dent 2024; 150:105387. [PMID: 39362299 DOI: 10.1016/j.jdent.2024.105387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 09/25/2024] [Accepted: 10/01/2024] [Indexed: 10/05/2024] Open
Abstract
OBJECTIVES To (1) construct a virtual patient (VP) using facial scan, intraoral scan, and low-dose computed tomography scab based on an Artificial intelligence (AI)-approach, (2) quantitatively compare it with AI-refined and semi-automatic registration, and (3) qualitatively evaluate user satisfaction when using virtual patient as a communication tool in clinical practice. MATERIALS AND METHODS A dataset of 20 facial scans, intraoral scans, and low-dose computed tomography scans was imported into the Virtual Patient Creator platform to create an automated virtual patient. The accuracy of the virtual patients created using different approaches was further analyzed in the Mimics software. The accuracy (% of corrections required), consistency, and time efficiency of the AI-driven virtual patient registration were then compared with the AI-refined and semi-automatic registration (clinical reference). User satisfaction was assessed through a survey of 35 dentists and 25 laypersons who rated the virtual patient's realism and usefulness for treatment planning and communication on a 5-point scale. RESULTS The accuracy for AI-driven, AI-refined, and semi-automatic registration virtual patient was 85 %, 85 %, and 100 % for the upper and middle thirds of the face, and 30 %, 30 %, and 35 % for the lower third. Registration consistency was 1, 1 and 0.99, and the average time was 26.5, 30.8, and 385 s, respectively (18-fold time reduction with AI). The inferior facial third exhibited the highest registration mismatch between facial scan and computed tomography. User satisfaction with the virtual patient was consistently high among both dentists and laypersons, with most responses indicating very high satisfaction regarding realism and usefulness as a communication tool. CONCLUSION The AI-driven registration can provide clinically accurate, fast, and consistent virtual patient creation using facial scans, intraoral scans, and low-dose computed tomography scans, enabling interpersonal communication. CLINICAL SIGNIFICANCE Using AI for automated segmentation and registration of maxillofacial structures leads to clinically efficient and accurate VP creation, opening the doors for its widespread use in diagnosis, treatment planning, and interprofessional and professional-patient communication.
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Affiliation(s)
- Thanatchaporn Jindanil
- OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven, Leuven, Belgium; Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Radiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
| | - Oana-Elena Burlacu-Vatamanu
- OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven, Leuven, Belgium; Doctoral School, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Joeri Meyns
- OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven, Leuven, Belgium; Department of Oral and Maxillofacial Surgery, Ziekenhuis Oost Limburg, Genk-Maaseik, Belgium
| | - Jeroen Meewis
- Department of Oral and Maxillofacial Surgery, Ziekenhuis Oost Limburg, Genk-Maaseik, Belgium
| | - Rocharles Cavalcante Fontenele
- OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven, Leuven, Belgium; Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Leuven, Belgium
| | - Maria Cadenas de Llano Perula
- Department of Oral Health Sciences - Orthodontics, KU Leuven and Dentistry, University Hospitals Leuven, Leuven, Belgium
| | - Reinhilde Jacobs
- OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven, Leuven, Belgium; Department of Dental Medicine, Karolinska Institute, Stockholm, Sweden.
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Edalati S, Slobin J, Harsinay A, Vasan V, Taha MA, Del Signore A, Govindaraj S, Iloreta AM. Augmented and Virtual Reality Applications in Rhinology: A Scoping Review. Laryngoscope 2024; 134:4433-4440. [PMID: 38924127 DOI: 10.1002/lary.31602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 05/22/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVES Virtual reality (VR) and augmented reality (AR) are innovative technologies that have a wide range of potential applications in the health care industry. The aim of this study was to investigate the body of research on AR and VR applications in rhinology by performing a scoping review. DATA SOURCES PubMed, Scopus, and Embase. REVIEW METHODS According to PRISM-ScR guidelines, a scoping review of literature on the application of AR and/or VR in the context of Rhinology was conducted using PubMed, Scopus, and Embase. RESULTS Forty-nine articles from 1996 to 2023 met the criteria for review. Five broad types of AR and/or VR applications were found: preoperative, intraoperative, training/education, feasibility, and technical. The subsequent clinical domains were recognized: craniovertebral surgery, nasal endoscopy, transsphenoidal surgery, skull base surgery, endoscopic sinus surgery, and sinonasal malignancies. CONCLUSION AR and VR have comprehensive applications in Rhinology. AR for surgical navigation may have the most emerging potential in skull base surgery and endoscopic sinus surgery. VR can be utilized as an engaging training tool for surgeons and residents and as a distraction analgesia for patients undergoing office-based procedures. Additional research is essential to further understand the tangible effects of these technologies on measurable clinical results. Laryngoscope, 134:4433-4440, 2024.
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Affiliation(s)
- Shaun Edalati
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jacqueline Slobin
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Ariel Harsinay
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Vikram Vasan
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Mohamed A Taha
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Anthony Del Signore
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Satish Govindaraj
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Alfred Marc Iloreta
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Alharbi NM, Osman RB. Augmented reality assisted intraoral scanning of mandibular arch: A proof-of-concept pilot clinical study. J Dent 2024; 150:105351. [PMID: 39260467 DOI: 10.1016/j.jdent.2024.105351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 09/07/2024] [Accepted: 09/07/2024] [Indexed: 09/13/2024] Open
Abstract
OBJECTIVES To investigate whether the scanning time, trueness and number of photos are influenced when augmented reality (AR) heads-up display (HUD) is utilized during the intraoral scan of fully dentate mandibular arches. METHODS A total of 10 patients (6 females and 4 males) were included. The mandibular arch of each patient was scanned twice using an intraoral scanner (Trios4 Pod IOS: 3Shape): one with and one without AR-HUD (ML2; Magic Leap). Further, alginate impression was taken, and the cast was digitized to acquire the reference model for trueness comparison (T310, Medit). The scan time and number of photos were recorded. Trueness was evaluated qualitatively and quantitatively using colored heat maps and RMSE values respectively. t-test was used to evaluate the difference in scan time, trueness, and number of photos between the two groups (α = .05). RESULTS AR-assisted IOS resulted in significantly faster scan time (44 s) compared to the time consumed following conventional scan method without AR-HUD (63 s) (P = <0.001). The number of photos was also significantly less with AR-assisted IOS (836) compared to IOS using conventional technique without AR-HUD (1209) P = <0.001. No statistical difference was detected in RMSE between the test groups. CONCLUSIONS Integration of AR technology with IOS process represents a promising potential to acquire digital impressions with reduced scan acquisition time and reduced images count while simultaneously maintaining the trueness of the acquired scans. CLINICAL SIGNIFICANCE Augmented Reality presents an emerging potential in Prosthodontics to acquire digital impressions with decreased number of images and acquisition time.
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Affiliation(s)
- Nawal M Alharbi
- Department of Prosthetic Dental Sciences, College of Dentistry, King Saud University, Riyadh, Saudi Arabia.
| | - Reham B Osman
- Prosthodontics Department, Faculty of Dentistry, Cairo University, Egypt.
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Puleio F, Tosco V, Pirri R, Simeone M, Monterubbianesi R, Lo Giudice G, Lo Giudice R. Augmented Reality in Dentistry: Enhancing Precision in Clinical Procedures-A Systematic Review. Clin Pract 2024; 14:2267-2283. [PMID: 39585006 PMCID: PMC11587009 DOI: 10.3390/clinpract14060178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 10/21/2024] [Accepted: 10/24/2024] [Indexed: 11/26/2024] Open
Abstract
Background: Augmented reality (AR) enhances sensory perception by adding extra information, improving anatomical localization and simplifying treatment views. In dentistry, digital planning on bidimensional screens lacks real-time feedback, leading to potential errors. However, it is not clear if AR can improve the clinical treatment precision. The aim of this research is to evaluate if the use of AR-based instruments could improve dental procedure precision. Methods: This review covered studies from January 2018 to June 2023, focusing on AR in dentistry. The PICO question was "Does AR increase the precision of dental interventions compared to non-AR techniques?". The systematic review was carried out on electronic databases, including Ovid MEDLINE, PubMed, and the Web of Science, with the following inclusion criteria: studies comparing the variation in the precision of interventions carried out with AR instruments and non-AR techniques. Results: Thirteen studies were included. Conclusions: The results of this systematic review demonstrate that AR enhances the precision of various dental procedures. The authors advise clinicians to use AR-based tools in order to improve the precision of their therapies.
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Affiliation(s)
- Francesco Puleio
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Messina University, 98100 Messina, Italy;
| | - Vincenzo Tosco
- Department of Clinical Sciences and Stomatology (DISCO), Università Politecnica delle Marche, 60126 Ancona, Italy; (V.T.); (R.M.)
| | | | - Michele Simeone
- Department of Neuroscience, Reproductive Science and Dentistry, University of Naples Federico II, 80138 Naples, Italy;
| | - Riccardo Monterubbianesi
- Department of Clinical Sciences and Stomatology (DISCO), Università Politecnica delle Marche, 60126 Ancona, Italy; (V.T.); (R.M.)
| | - Giorgio Lo Giudice
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Messina University, 98100 Messina, Italy;
| | - Roberto Lo Giudice
- Department of Human Pathology of Adults and Developmental Age, University of Messina, 98100 Messina, Italy;
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Mor E, Tejman-Yarden S, Mor-Hadar D, Assaf D, Eifer M, Nagar N, Vazhgovsky O, Duffield J, Henderson MA, Speakman D, Snow H, Gyorki DE. 3D-SARC: A Pilot Study Testing the Use of a 3D Augmented-Reality Model with Conventional Imaging as a Preoperative Assessment Tool for Surgical Resection of Retroperitoneal Sarcoma. Ann Surg Oncol 2024; 31:7198-7205. [PMID: 38898325 DOI: 10.1245/s10434-024-15634-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 06/05/2024] [Indexed: 06/21/2024]
Abstract
BACKGROUND Retroperitoneal sarcomas (RPSs) present a surgical challenge, with complex anatomic relationships to organs and vascular structures. This pilot study investigated the role of three-dimensional (3D) augmented reality (3DAR) compared with standard imaging in preoperative planning and resection strategies. METHODS For the study, 13 patients who underwent surgical resection of their RPS were selected based on the location of their tumor (right, left, pelvis). From the patients' preoperative computed tomography (CT) scans, 3DAR models were created using a D2P program and projected by an augmented-reality (AR) glass (Hololens). The 3DAR models were evaluated by three experienced sarcoma surgeons and compared with the baseline two-dimensional (2D) contrast-enhanced CT scans. RESULTS Three members of the surgical team evaluated 13 models of retroperitoneal sarcomas, resulting in a total of 26 responses. When the surgical team was asked to evaluate whether the 3DAR better prepared the surgeon for planned surgical resection, 10 responses favored the 3DAR, 5 favored the 2D CT scans and 11 showed no difference (p = 0.074). According to 15 (57.6 %) of the 26 responses, the 3DAR offered additional value over standard imaging in the preoperative planning (median score of 4; range, 1-5). The median stated likelihood that the surgeons would consult the 3DAR was 5 (range, 2-5) for the preoperative setting and 3 (range, 1-5) for the intraoperative setting. CONCLUSIONS This pilot study suggests that the use of 3DAR may provide additional value over current standard imaging in the preoperative planning for surgical resection of RPS, and the technology merits further study.
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Affiliation(s)
- Eyal Mor
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
- The Surgical Oncology Unit - Division of Surgery, Sheba Medical Center, Tel Hashomer, Affiliated with the Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
- Faculty of Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv, Israel.
| | - Shai Tejman-Yarden
- Faculty of Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv, Israel
- The Edmond J. Safra International Congenital Heart Center, Sheba Medical Center, Ramat Gan, Israel
- The Engineering Medical Research Lab, Sheba Medical Center, Ramat Gan, Israel
| | - Danielle Mor-Hadar
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Faculty of Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv, Israel
| | - Dan Assaf
- The Surgical Oncology Unit - Division of Surgery, Sheba Medical Center, Tel Hashomer, Affiliated with the Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv, Israel
| | - Michal Eifer
- Faculty of Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv, Israel
- Cancer Imaging, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Netanel Nagar
- Industrial Design Department, Shenkar College of Engineering, Design and Art, Ramat-Gan, Israel
| | - Oliana Vazhgovsky
- The Engineering Medical Research Lab, Sheba Medical Center, Ramat Gan, Israel
| | - Jaime Duffield
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Michael A Henderson
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - David Speakman
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Hayden Snow
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - David E Gyorki
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
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Lazăr (Căteanu) AM, Repanovici A, Baritz MI, Scutariu MM, Tătaru (Ostafe) AI, Pantea I. Postural Risks in Dental Practice: An Assessment of Musculoskeletal Health. SENSORS (BASEL, SWITZERLAND) 2024; 24:6240. [PMID: 39409280 PMCID: PMC11478630 DOI: 10.3390/s24196240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Revised: 09/18/2024] [Accepted: 09/21/2024] [Indexed: 10/20/2024]
Abstract
In recent years, Romania's stomatology private practice sector has seen substantial growth, with many dentists fully committing to building and expanding their own practices, often funded by their personal income. This study aimed to explore how various postures affect the muscle groups of dentists (380), particularly focusing on identifying positions that may jeopardize their musculoskeletal health. A group of dentists effectively participated in this study (10), adhering to their regular work routines while wearing wearable sensors on their backs to monitor posture and activity. The data gathered from these sensors were analyzed using the RULA (rapid upper-limb assessment) and REBA (rapid entire-body assessment) tools. The findings indicated that the head and shoulder movements during dental procedures involved considerable and repetitive angular shifts, which could strain the neck and back muscles and heighten the risk of musculoskeletal problems. Additionally, the standing postures adopted by the dentists were associated with an increased risk of postural issues and greater overall fatigue. Extended periods of trunk and head tilting were also identified as contributing factors to posture-related challenges.
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Affiliation(s)
| | - Angela Repanovici
- Design Product and Environment Faculty, Transylvania University of Brasov, 500036 Brasov, Romania (M.I.B.)
| | - Mihaela Ioana Baritz
- Design Product and Environment Faculty, Transylvania University of Brasov, 500036 Brasov, Romania (M.I.B.)
| | - Mihaela Monica Scutariu
- Dental Faculty, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania;
| | - Anca Ioana Tătaru (Ostafe)
- Design Product and Environment Faculty, Transylvania University of Brasov, 500036 Brasov, Romania (M.I.B.)
| | - Ileana Pantea
- Faculty of Medicine, Transylvania University of Brasov, 500036 Brasov, Romania;
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Duan M, Lv S, Fan B, Fan W. Effect of 3D printed teeth and virtual simulation system on the pre-clinical access cavity preparation training of senior dental undergraduates. BMC MEDICAL EDUCATION 2024; 24:913. [PMID: 39180072 PMCID: PMC11344365 DOI: 10.1186/s12909-024-05869-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 08/06/2024] [Indexed: 08/26/2024]
Abstract
BACKGROUND The objective of the present study was to evaluate the effect of 3D printed teeth and virtual simulation system on the pre-clinical access cavity preparation training of senior dental undergraduates. METHODS The 3D printed teeth were manufactured based on the micro-CT data of an extracted lower first molar. Ninety-eight senior dental undergraduate students were required to finish the access cavity preparation of lower first molar within 20 min on plastic and 3D printed teeth on the manikin system as well as on a virtual simulation machine respectively with randomly selected sequences. Expert dentists scored the operated teeth. The scores from the virtual simulation system were also recorded. All the scores were analyzed and compared. Following the procedure, two questionnaires were sent to students to further evaluate the feelings and optimal training sequence. RESULTS No significant differences were found between plastic and 3D printed teeth scores, while virtual simulation achieved a valid/invalid area removal ratio of 96.86% ± 5.08% and 3.97% ± 1.85%, respectively. Most students found plastic teeth training the easiest and favored the three-training combination (36.36%). 71.42% of the students thought the virtual simulation training should be put at the first place of the three trainings. Over 80% of students agreed with incorporating 3D printed teeth and virtual simulation into their routine training courses. In addition, the general advantages and disadvantages of the virtual simulation system and 3D printed teeth training received almost equal recognition by students. CONCLUSIONS Virtual simulation system training + plastic teeth training + 3D printed teeth training might be the optimal training sequence. Virtual simulation system training could not completely replace the traditional training methods on the manikin system at the moment. With further modifications, 3D printed teeth could be expected to replace the plastic teeth for the pre-clinical access cavity preparation training.
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Affiliation(s)
- Mengting Duan
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, People's Republic of China
| | - Silei Lv
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, People's Republic of China
| | - Bing Fan
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, People's Republic of China.
| | - Wei Fan
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, People's Republic of China.
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Daud A, Matoug-Elwerfelli M, Khalid A, Ali K. The impact of virtual reality haptic simulators in pre-clinical restorative dentistry: a qualitative enquiry into dental students' perceptions. BMC Oral Health 2024; 24:988. [PMID: 39180025 PMCID: PMC11344466 DOI: 10.1186/s12903-024-04704-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 08/05/2024] [Indexed: 08/26/2024] Open
Abstract
PURPOSE In the realm of restorative dentistry, the integration of virtual reality haptic simulation (VRHS) for learning operative skills has garnered varied perceptions among dental students. Therefore, the aim of this study was to delve deep into undergraduates dental students' perceptions related to the impact of VRHS in pre-clinical restorative dentistry. METHODS A homogeneous purposive sampling method was utilized to gather data from third-year undergraduate dental students (n = 23) at the College of Dental Medicine, Qatar University, to thoroughly investigate their views on the impact of VRHS on their learning experience in preparing a standard class I cavity. An explorative qualitative method using face-to-face focus group sessions were conducted in English during 2023. Focus group sessions were recorded and transcribed using Microsoft Teams. Two authors independently read the transcripts, coded the text, and manually analyzed text using an inductive thematic approach. RESULTS A total of 21 (91.3%) students participated in this study. Analysis of 3 focus group interviews revealed five primary themes summarized with the term "MASTR" (M = manual dexterity, A = assessment, S = sequence, T = training, and R = realism). Based on frequency of reported themes, students perceived realism/ lifelike nature of VRHS requiring further enhancement to achieve the desired learning objective. CONCLUSION Although, VRHS play a crucial role in modern dental education, offering innovative solutions for training, evaluation, and feedback, the need to enhance their ability to simulate real-life dental procedures and learning environment (realism), coupled with interactive and immersive learning experiences were the most frequently raised theme by students. In terms of curriculum design and learning pedagogies, dental educators should consider the appropriate sequence when integrating VRHS within the undergraduate curricula.
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Affiliation(s)
- Alaa Daud
- College of Dental Medicine, QU Health, Qatar University, Doha, Qatar.
| | | | - Amina Khalid
- College of Health Sciences, QU Health, Qatar University, Doha, Qatar
| | - Kamran Ali
- College of Dental Medicine, QU Health, Qatar University, Doha, Qatar
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Laterza V, Marchegiani F, Aisoni F, Ammendola M, Schena CA, Lavazza L, Ravaioli C, Carra MC, Costa V, De Franceschi A, De Simone B, de’Angelis N. Smart Operating Room in Digestive Surgery: A Narrative Review. Healthcare (Basel) 2024; 12:1530. [PMID: 39120233 PMCID: PMC11311806 DOI: 10.3390/healthcare12151530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 07/24/2024] [Accepted: 07/29/2024] [Indexed: 08/10/2024] Open
Abstract
The introduction of new technologies in current digestive surgical practice is progressively reshaping the operating room, defining the fourth surgical revolution. The implementation of black boxes and control towers aims at streamlining workflow and reducing surgical error by early identification and analysis, while augmented reality and artificial intelligence augment surgeons' perceptual and technical skills by superimposing three-dimensional models to real-time surgical images. Moreover, the operating room architecture is transitioning toward an integrated digital environment to improve efficiency and, ultimately, patients' outcomes. This narrative review describes the most recent evidence regarding the role of these technologies in transforming the current digestive surgical practice, underlining their potential benefits and drawbacks in terms of efficiency and patients' outcomes, as an attempt to foresee the digestive surgical practice of tomorrow.
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Affiliation(s)
- Vito Laterza
- Department of Digestive Surgical Oncology and Liver Transplantation, University Hospital of Besançon, 3 Boulevard Alexandre Fleming, 25000 Besancon, France;
| | - Francesco Marchegiani
- Unit of Colorectal and Digestive Surgery, DIGEST Department, Beaujon University Hospital, AP-HP, University of Paris Cité, Clichy, 92110 Paris, France
| | - Filippo Aisoni
- Unit of Emergency Surgery, Department of Surgery, Ferrara University Hospital, 44124 Ferrara, Italy;
| | - Michele Ammendola
- Digestive Surgery Unit, Health of Science Department, University Hospital “R.Dulbecco”, 88100 Catanzaro, Italy;
| | - Carlo Alberto Schena
- Unit of Robotic and Minimally Invasive Surgery, Department of Surgery, Ferrara University Hospital, 44124 Ferrara, Italy; (C.A.S.); (N.d.)
| | - Luca Lavazza
- Hospital Network Coordinator of Azienda Ospedaliero, Universitaria and Azienda USL di Ferrara, 44121 Ferrara, Italy;
| | - Cinzia Ravaioli
- Azienda Ospedaliero, Universitaria di Ferrara, 44121 Ferrara, Italy;
| | - Maria Clotilde Carra
- Rothschild Hospital (AP-HP), 75012 Paris, France;
- INSERM-Sorbonne Paris Cité, Epidemiology and Statistics Research Centre, 75004 Paris, France
| | - Vittore Costa
- Unit of Orthopedics, Humanitas Hospital, 24125 Bergamo, Italy;
| | | | - Belinda De Simone
- Department of Emergency Surgery, Academic Hospital of Villeneuve St Georges, 91560 Villeneuve St. Georges, France;
| | - Nicola de’Angelis
- Unit of Robotic and Minimally Invasive Surgery, Department of Surgery, Ferrara University Hospital, 44124 Ferrara, Italy; (C.A.S.); (N.d.)
- Department of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy
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21
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Carnino JM, Pellegrini WR, Willis M, Cohen MB, Paz-Lansberg M, Davis EM, Grillone GA, Levi JR. Assessing ChatGPT's Responses to Otolaryngology Patient Questions. Ann Otol Rhinol Laryngol 2024; 133:658-664. [PMID: 38676440 DOI: 10.1177/00034894241249621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2024]
Abstract
OBJECTIVE This study aims to evaluate ChatGPT's performance in addressing real-world otolaryngology patient questions, focusing on accuracy, comprehensiveness, and patient safety, to assess its suitability for integration into healthcare. METHODS A cross-sectional study was conducted using patient questions from the public online forum Reddit's r/AskDocs, where medical advice is sought from healthcare professionals. Patient questions were input into ChatGPT (GPT-3.5), and responses were reviewed by 5 board-certified otolaryngologists. The evaluation criteria included difficulty, accuracy, comprehensiveness, and bedside manner/empathy. Statistical analysis explored the relationship between patient question characteristics and ChatGPT response scores. Potentially dangerous responses were also identified. RESULTS Patient questions averaged 224.93 words, while ChatGPT responses were longer at 414.93 words. The accuracy scores for ChatGPT responses were 3.76/5, comprehensiveness scores were 3.59/5, and bedside manner/empathy scores were 4.28/5. Longer patient questions did not correlate with higher response ratings. However, longer ChatGPT responses scored higher in bedside manner/empathy. Higher question difficulty correlated with lower comprehensiveness. Five responses were flagged as potentially dangerous. CONCLUSION While ChatGPT exhibits promise in addressing otolaryngology patient questions, this study demonstrates its limitations, particularly in accuracy and comprehensiveness. The identification of potentially dangerous responses underscores the need for a cautious approach to AI in medical advice. Responsible integration of AI into healthcare necessitates thorough assessments of model performance and ethical considerations for patient safety.
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Affiliation(s)
- Jonathan M Carnino
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - William R Pellegrini
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Otolaryngology-Head and Neck Surgery, Boston Medical Center, Boston, MA, USA
| | - Megan Willis
- Department of Biostatistics, Boston University, Boston, MA, USA
| | - Michael B Cohen
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Otolaryngology-Head and Neck Surgery, Boston Medical Center, Boston, MA, USA
| | - Marianella Paz-Lansberg
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Otolaryngology-Head and Neck Surgery, Boston Medical Center, Boston, MA, USA
| | - Elizabeth M Davis
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Otolaryngology-Head and Neck Surgery, Boston Medical Center, Boston, MA, USA
| | - Gregory A Grillone
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Otolaryngology-Head and Neck Surgery, Boston Medical Center, Boston, MA, USA
| | - Jessica R Levi
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Otolaryngology-Head and Neck Surgery, Boston Medical Center, Boston, MA, USA
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22
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Todaro M, Saponaro G, Perquoti F, Gasparini G, Signorelli F, Tartaglione T, Moro A. Bone Regeneration and Polyetheretherketone Implants in Maxillo-Facial Surgery and Neurosurgery: A Multidisciplinary Study. BIOLOGY 2024; 13:467. [PMID: 39056662 PMCID: PMC11273635 DOI: 10.3390/biology13070467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 06/12/2024] [Accepted: 06/21/2024] [Indexed: 07/28/2024]
Abstract
Polyetheretherketone (PEEK) in the last few years has emerged as an exceedingly promising material for craniofacial defects due to its biocompatibility and mechanical properties. However, its utilization remains controversial due to its inertness and low osteoinductivity. This study aimed to investigate the postoperative outcomes of patients undergoing maxillo-facial and neurosurgical procedures with PEEK implants. The focus is on evaluating bone regrowth on the surface and edges of the implant, periosteal reactions, and implant positioning. A retrospective analysis of 12 maxillo-facial surgery patients and 10 neurosurgery patients who received PEEK implants was conducted. CT scans performed at least one year post operation were examined for bone regrowth, periosteal reactions, and implant positioning. In maxillo-facial cases, the analysis included mandibular angle and fronto-orbital reconstruction, while neurosurgical cases involved cranioplasty. In maxillofacial surgery, 11 out of 12 patients showed radiological evidence of bone regrowth around PEEK implants, with favorable outcomes observed in craniofacial reconstruction. In neurosurgery, 9 out of 10 patients exhibited minimal or none bone regrowth, while one case demonstrated notable bone regeneration beneath the PEEK implant interface. The study highlights the importance of implant design and patient-specific factors in achieving successful outcomes, providing valuable insights for future implant-based procedures.
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Affiliation(s)
- Mattia Todaro
- Maxillo Facial Surgery Unit, Fondazione Policlinico Agostino Gemelli IRCCS Hospital, 8 Largo Agostino Gemelli, 00168 Rome, Italy; (M.T.); (F.P.); (G.G.); (A.M.)
| | - Gianmarco Saponaro
- Maxillo Facial Surgery Unit, Fondazione Policlinico Agostino Gemelli IRCCS Hospital, 8 Largo Agostino Gemelli, 00168 Rome, Italy; (M.T.); (F.P.); (G.G.); (A.M.)
| | - Federico Perquoti
- Maxillo Facial Surgery Unit, Fondazione Policlinico Agostino Gemelli IRCCS Hospital, 8 Largo Agostino Gemelli, 00168 Rome, Italy; (M.T.); (F.P.); (G.G.); (A.M.)
| | - Giulio Gasparini
- Maxillo Facial Surgery Unit, Fondazione Policlinico Agostino Gemelli IRCCS Hospital, 8 Largo Agostino Gemelli, 00168 Rome, Italy; (M.T.); (F.P.); (G.G.); (A.M.)
| | - Francesco Signorelli
- Neurosurgery Unit, Fondazione Policlinico Agostino Gemelli IRCCS Hospital, 8 Largo Agostino Gemelli, 00168 Rome, Italy;
| | - Tommaso Tartaglione
- Radiology Department, Fondazione Policlinico Agostino Gemelli IRCCS Hospital, 8 Largo Agostino Gemelli, 00168 Rome, Italy;
| | - Alessandro Moro
- Maxillo Facial Surgery Unit, Fondazione Policlinico Agostino Gemelli IRCCS Hospital, 8 Largo Agostino Gemelli, 00168 Rome, Italy; (M.T.); (F.P.); (G.G.); (A.M.)
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23
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Rieder M, Remschmidt B, Gsaxner C, Gaessler J, Payer M, Zemann W, Wallner J. Augmented Reality-Guided Extraction of Fully Impacted Lower Third Molars Based on Maxillofacial CBCT Scans. Bioengineering (Basel) 2024; 11:625. [PMID: 38927861 PMCID: PMC11200966 DOI: 10.3390/bioengineering11060625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 06/07/2024] [Accepted: 06/16/2024] [Indexed: 06/28/2024] Open
Abstract
(1) Background: This study aimed to integrate an augmented reality (AR) image-guided surgery (IGS) system, based on preoperative cone beam computed tomography (CBCT) scans, into clinical practice. (2) Methods: In preclinical and clinical surgical setups, an AR-guided visualization system based on Microsoft's HoloLens 2 was assessed for complex lower third molar (LTM) extractions. In this study, the system's potential intraoperative feasibility and usability is described first. Preparation and operating times for each procedure were measured, as well as the system's usability, using the System Usability Scale (SUS). (3) Results: A total of six LTMs (n = 6) were analyzed, two extracted from human cadaver head specimens (n = 2) and four from clinical patients (n = 4). The average preparation time was 166 ± 44 s, while the operation time averaged 21 ± 5.9 min. The overall mean SUS score was 79.1 ± 9.3. When analyzed separately, the usability score categorized the AR-guidance system as "good" in clinical patients and "best imaginable" in human cadaver head procedures. (4) Conclusions: This translational study analyzed the first successful and functionally stable application of the HoloLens technology for complex LTM extraction in clinical patients. Further research is needed to refine the technology's integration into clinical practice to improve patient outcomes.
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Affiliation(s)
- Marcus Rieder
- Division of Oral and Maxillofacial Surgery, Department of Dental Medicine and Oral Health, Medical University of Graz, 8036 Graz, Austria
| | - Bernhard Remschmidt
- Division of Oral and Maxillofacial Surgery, Department of Dental Medicine and Oral Health, Medical University of Graz, 8036 Graz, Austria
| | - Christina Gsaxner
- Institute of Computer Graphics and Vision, Graz University of Technology, 8010 Graz, Austria
| | - Jan Gaessler
- Division of Oral and Maxillofacial Surgery, Department of Dental Medicine and Oral Health, Medical University of Graz, 8036 Graz, Austria
| | - Michael Payer
- Division of Oral Surgery and Orthodontics, Department of Dental Medicine and Oral Health, Medical University of Graz, 8010 Graz, Austria
| | - Wolfgang Zemann
- Division of Oral and Maxillofacial Surgery, Department of Dental Medicine and Oral Health, Medical University of Graz, 8036 Graz, Austria
| | - Juergen Wallner
- Division of Oral and Maxillofacial Surgery, Department of Dental Medicine and Oral Health, Medical University of Graz, 8036 Graz, Austria
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24
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Niloy I, Liu RH, Pham NM, Yim CMR. Novel Use of Virtual Reality and Augmented Reality in Temporomandibular Total Joint Replacement Using Stock Prosthesis. J Oral Maxillofac Surg 2024; 82:632-640. [PMID: 38442876 DOI: 10.1016/j.joms.2024.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 01/17/2024] [Accepted: 02/12/2024] [Indexed: 03/07/2024]
Abstract
This technical innovation demonstrates the use of ImmersiveTouch Virtual Reality (VR) and Augmented Reality (AR)-guided total temporomandibular joint replacement (TJR) using Biomet stock prosthesis in 2 patients with condylar degeneration. TJR VR planning includes condylar resection, prosthesis selection and positioning, and interference identification. AR provides real-time guidance for osteotomies, placement of prostheses and fixation screws, occlusion verification, and flexibility to modify the surgical course. Radiographic analysis demonstrated high correspondence between the preoperative plan and postoperative result. The average differences in the positioning of the condylar and fossa prosthesis are 1.252 ± 0.269 mm and 1.393 ± 0.335 mm, respectively. The main challenges include a steep learning curve, intraoperative technical difficulties, added surgical time, and additional costs. In conclusion, the case report demonstrates the advantages of implementing AR and VR technology in TJR's using stock prostheses as a pilot study. Further clinical trials are needed prior to this innovation becoming a mainstream practice.
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Affiliation(s)
- Injamamul Niloy
- Department Oral & Maxillofacial Surgery, Walter Reed National Military Medical Center, Bethesda, MD
| | - Robert H Liu
- Department Oral & Maxillofacial Surgery, Walter Reed National Military Medical Center, Bethesda, MD.
| | - Nikole M Pham
- Department Oral & Maxillofacial Surgery, Walter Reed National Military Medical Center, Bethesda, MD
| | - Chang Min Richard Yim
- Department of Oral & Maxillofacial Surgery, Rutgers School of Dental Medicine, Newark, NJ
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25
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Chen Y, Zhong NN, Cao LM, Liu B, Bu LL. Surgical margins in head and neck squamous cell carcinoma: A narrative review. Int J Surg 2024; 110:3680-3700. [PMID: 38935830 PMCID: PMC11175762 DOI: 10.1097/js9.0000000000001306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 02/26/2024] [Indexed: 06/29/2024]
Abstract
Head and neck squamous cell carcinoma (HNSCC), a prevalent and frequently recurring malignancy, often necessitates surgical intervention. The surgical margin (SM) plays a pivotal role in determining the postoperative treatment strategy and prognostic evaluation of HNSCC. Nonetheless, the process of clinical appraisal and assessment of the SMs remains a complex and indeterminate endeavor, thereby leading to potential difficulties for surgeons in defining the extent of resection. In this regard, we undertake a comprehensive review of the suggested surgical distance in varying circumstances, diverse methods of margin evaluation, and the delicate balance that must be maintained between tissue resection and preservation in head and neck surgical procedures. This review is intended to provide surgeons with pragmatic guidance in selecting the most suitable resection techniques, and in improving patients' quality of life by achieving optimal functional and aesthetic restoration.
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Affiliation(s)
- Yang Chen
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
| | - Nian-Nian Zhong
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
| | - Lei-Ming Cao
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
| | - Bing Liu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
- Department of Oral & Maxillofacial – Head Neck Oncology, School & Hospital of Stomatology, Wuhan University, Wuhan, People’s Republic of China
| | - Lin-Lin Bu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
- Department of Oral & Maxillofacial – Head Neck Oncology, School & Hospital of Stomatology, Wuhan University, Wuhan, People’s Republic of China
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26
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Grillo R, Balel Y, Reis BAQ, Stanbouly D, Samieirad S, Melhem-Elias F. The online attention analysis on orthognathic surgery research. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2024; 125:101826. [PMID: 38484842 DOI: 10.1016/j.jormas.2024.101826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 03/01/2024] [Accepted: 03/11/2024] [Indexed: 03/19/2024]
Abstract
OBJECTIVES Altmetrics is one of the fields of bibliometrics that seeks to assess the impact and interest of a given subject through Internet users. The aim of this study is to make an altmetric analysis of the orthognathic surgery literature. METHODS A literature search was conducted using Dimensions app up to December 2023. A list of the 100 most mentioned articles on the topic was compiled. A Google Trends search was performed with same strategy to visualize important data regarding internet search. Charts and tables were created using Microsoft Excel and VOSviewer software to allow bibliometric visualization. RESULTS There was a very poor correlation between the number of mentions and the number of citations (r = 0.0202). Most articles discussed on technical innovations associated to orthognathic surgery, majority related to virtual planning (n = 26). Other topics considered interesting to internet readers were complications (n = 18), surgical technique (n = 14), and psychological aspects/quality of life (n = 13). CONCLUSION Online interest in orthognathic surgery closely aligns with the level of academic interest but is also influenced by factors such as location and economic status. The internet is a powerful tool for disseminating scientific research to a broad audience, making it more accessible and engaging than traditional academic channels.
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Affiliation(s)
- Ricardo Grillo
- Department of Oral & Maxillofacial Surgery, School of Dentistry of the University of São Paulo, São Paulo-SP, Brazil; Department of Oral & Maxillofacial Surgery, Faculdade Patos de Minas, Brasília-DF, Brazil.
| | - Yunus Balel
- Department of Oral and Maxillofacial Surgery, Faculty of Dentistry, Tokat Gaziosmanpaşa University, Tokat, Turkey
| | | | - Dani Stanbouly
- Columbia University College of Dental Medicine, New York, NY, USA
| | - Sahand Samieirad
- Department of Oral & Maxillofacial surgery, Mashhad dental school, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Fernando Melhem-Elias
- Department of Oral & Maxillofacial Surgery, School of Dentistry of the University of São Paulo, São Paulo-SP, Brazil; Private Practice in Oral and Maxillofacial Surgery, São Paulo-SP, Brazil
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27
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Sullivan J, Skladman R, Varagur K, Tenenbaum E, Sacks JL, Martin C, Gordon T, Murphy J, Moritz WR, Sacks JM. From Augmented to Virtual Reality in Plastic Surgery: Blazing the Trail to a New Frontier. J Reconstr Microsurg 2024; 40:398-406. [PMID: 37884060 DOI: 10.1055/a-2199-3870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
BACKGROUND Augmented reality (AR) and virtual reality (VR)-termed mixed reality-have shown promise in the care of operative patients. Currently, AR and VR have well-known applications for craniofacial surgery, specifically in preoperative planning. However, the application of AR/VR technology to other reconstructive challenges has not been widely adopted. Thus, the purpose of this investigation is to outline the current applications of AR and VR in the operative setting. METHODS The literature pertaining to the use of AR/VR technology in the operative setting was examined. Emphasis was placed on the use of mixed reality technology in surgical subspecialities, including plastic surgery, oral and maxillofacial surgery, colorectal surgery, neurosurgery, otolaryngology, neurosurgery, and orthopaedic surgery. RESULTS Presently, mixed reality is widely used in the care of patients requiring complex reconstruction of the craniomaxillofacial skeleton for pre- and intraoperative planning. For upper extremity amputees, there is evidence that VR may be efficacious in the treatment of phantom limb pain. Furthermore, VR has untapped potential as a cost-effective tool for microsurgical education and for training residents on techniques in surgical and nonsurgical aesthetic treatment. There is utility for mixed reality in breast reconstruction for preoperative planning, mapping perforators, and decreasing operative time. VR has well- documented applications in the planning of deep inferior epigastric perforator flaps by creating three-dimensional immersive simulations based on a patient's preoperative computed tomography angiogram. CONCLUSION The benefits of AR and VR are numerous for both patients and surgeons. VR has been shown to increase surgical precision and decrease operative time. Furthermore, it is effective for patient-specific rehearsal which uses the patient's exact anatomical data to rehearse the procedure before performing it on the actual patient. Taken together, AR/VR technology can improve patient outcomes, decrease operative times, and lower the burden of care on both patients and health care institutions.
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Affiliation(s)
- Janessa Sullivan
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Rachel Skladman
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Kaamya Varagur
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Elijah Tenenbaum
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Jacob L Sacks
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Cameron Martin
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Terry Gordon
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - John Murphy
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - William R Moritz
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Justin M Sacks
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, Missouri
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O'Connor L, Zamani S, Ding X, McGeorge N, Latiff S, Liu C, Acevedo Herman J, LoConte M, Milsten A, Weiner M, Boardman T, Reznek M, Hall M, Broach JP. A Pilot Randomized Controlled Trial of Augmented Reality Just-in-Time Guidance for the Performance of Rugged Field Procedures. Prehosp Disaster Med 2024; 39:257-265. [PMID: 38712485 DOI: 10.1017/s1049023x24000372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
INTRODUCTION Medical resuscitations in rugged prehospital settings require emergency personnel to perform high-risk procedures in low-resource conditions. Just-in-Time Guidance (JITG) utilizing augmented reality (AR) guidance may be a solution. There is little literature on the utility of AR-mediated JITG tools for facilitating the performance of emergent field care. STUDY OBJECTIVE The objective of this study was to investigate the feasibility and efficacy of a novel AR-mediated JITG tool for emergency field procedures. METHODS Emergency medical technician-basic (EMT-B) and paramedic cohorts were randomized to either video training (control) or JITG-AR guidance (intervention) groups for performing bag-valve-mask (BVM) ventilation, intraosseous (IO) line placement, and needle-decompression (Needle-d) in a medium-fidelity simulation environment. For the interventional condition, subjects used an AR technology platform to perform the tasks. The primary outcome was participant task performance; the secondary outcomes were participant-reported acceptability. Participant task score, task time, and acceptability ratings were reported descriptively and compared between the control and intervention groups using chi-square analysis for binary variables and unpaired t-testing for continuous variables. RESULTS Sixty participants were enrolled (mean age 34.8 years; 72% male). In the EMT-B cohort, there was no difference in average task performance score between the control and JITG groups for the BVM and IO tasks; however, the control group had higher performance scores for the Needle-d task (mean score difference 22%; P = .01). In the paramedic cohort, there was no difference in performance scores between the control and JITG group for the BVM and Needle-d tasks, but the control group had higher task scores for the IO task (mean score difference 23%; P = .01). For all task and participant types, the control group performed tasks more quickly than in the JITG group. There was no difference in participant usability or usefulness ratings between the JITG or control conditions for any of the tasks, although paramedics reported they were less likely to use the JITG equipment again (mean difference 1.96 rating points; P = .02). CONCLUSIONS This study demonstrated preliminary evidence that AR-mediated guidance for emergency medical procedures is feasible and acceptable. These observations, coupled with AR's promise for real-time interaction and on-going technological advancements, suggest the potential for this modality in training and practice that justifies future investigation.
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Affiliation(s)
- Laurel O'Connor
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | - Sepahrad Zamani
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | - Xinyi Ding
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | | | - Susan Latiff
- Charles River Analytics Inc, Cambridge, MassachusettsUSA
| | - Cindy Liu
- Charles River Analytics Inc, Cambridge, MassachusettsUSA
| | - Jorge Acevedo Herman
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | - Matthew LoConte
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | - Andrew Milsten
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | - Michael Weiner
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | - Timothy Boardman
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | - Martin Reznek
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | - Michael Hall
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
| | - John P Broach
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MassachusettsUSA
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Pitchika V, Büttner M, Schwendicke F. Artificial intelligence and personalized diagnostics in periodontology: A narrative review. Periodontol 2000 2024; 95:220-231. [PMID: 38927004 DOI: 10.1111/prd.12586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 04/29/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024]
Abstract
Periodontal diseases pose a significant global health burden, requiring early detection and personalized treatment approaches. Traditional diagnostic approaches in periodontology often rely on a "one size fits all" approach, which may overlook the unique variations in disease progression and response to treatment among individuals. This narrative review explores the role of artificial intelligence (AI) and personalized diagnostics in periodontology, emphasizing the potential for tailored diagnostic strategies to enhance precision medicine in periodontal care. The review begins by elucidating the limitations of conventional diagnostic techniques. Subsequently, it delves into the application of AI models in analyzing diverse data sets, such as clinical records, imaging, and molecular information, and its role in periodontal training. Furthermore, the review also discusses the role of research community and policymakers in integrating personalized diagnostics in periodontal care. Challenges and ethical considerations associated with adopting AI-based personalized diagnostic tools are also explored, emphasizing the need for transparent algorithms, data safety and privacy, ongoing multidisciplinary collaboration, and patient involvement. In conclusion, this narrative review underscores the transformative potential of AI in advancing periodontal diagnostics toward a personalized paradigm, and their integration into clinical practice holds the promise of ushering in a new era of precision medicine for periodontal care.
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Affiliation(s)
- Vinay Pitchika
- Department of Conservative Dentistry and Periodontology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Martha Büttner
- Department of Oral Diagnostics, Digital Health and Health Services Research, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Falk Schwendicke
- Department of Conservative Dentistry and Periodontology, LMU University Hospital, LMU Munich, Munich, Germany
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30
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Chou DW, Annadata V, Willson G, Gray M, Rosenberg J. Augmented and Virtual Reality Applications in Facial Plastic Surgery: A Scoping Review. Laryngoscope 2024; 134:2568-2577. [PMID: 37947302 DOI: 10.1002/lary.31178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 10/05/2023] [Accepted: 10/27/2023] [Indexed: 11/12/2023]
Abstract
OBJECTIVES Augmented reality (AR) and virtual reality (VR) are emerging technologies with wide potential applications in health care. We performed a scoping review of the current literature on the application of augmented and VR in the field of facial plastic and reconstructive surgery (FPRS). DATA SOURCES PubMed and Web of Science. REVIEW METHODS According to PRISMA guidelines, PubMed and Web of Science were used to perform a scoping review of literature regarding the utilization of AR and/or VR relevant to FPRS. RESULTS Fifty-eight articles spanning 1997-2023 met the criteria for review. Five overarching categories of AR and/or VR applications were identified across the articles: preoperative, intraoperative, training/education, feasibility, and technical. The following clinical areas were identified: burn, craniomaxillofacial surgery (CMF), face transplant, face lift, facial analysis, facial palsy, free flaps, head and neck surgery, injectables, locoregional flaps, mandible reconstruction, mandibuloplasty, microtia, skin cancer, oculoplastic surgery, rhinology, rhinoplasty, and trauma. CONCLUSION AR and VR have broad applications in FPRS. AR for surgical navigation may have the most emerging potential in CMF surgery and free flap harvest. VR is useful as distraction analgesia for patients and as an immersive training tool for surgeons. More data on these technologies' direct impact on objective clinical outcomes are still needed. LEVEL OF EVIDENCE N/A Laryngoscope, 134:2568-2577, 2024.
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Affiliation(s)
- David W Chou
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology-Head and Neck Surgery, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Vivek Annadata
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Gloria Willson
- Education and Research Services, Levy Library, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Mingyang Gray
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Joshua Rosenberg
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Yan Q, Wu X, Shi J, Shi B. Does dynamic navigation assisted student training improve the accuracy of dental implant placement by postgraduate dental students: an in vitro study. BMC Oral Health 2024; 24:600. [PMID: 38778313 PMCID: PMC11112919 DOI: 10.1186/s12903-024-04324-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 05/02/2024] [Indexed: 05/25/2024] Open
Abstract
OBJECTIVES To assess the accuracy of implant placement in models and satisfaction in dynamic navigation assisted postgraduate dental students training. METHODS Postgraduate dental students who had at least one year of dental clinical practice with no experience in dental implant surgeries were included. Students were instructed to make treatment plans in the dynamic navigation system. Each student placed two maxillary right incisors, using freehand approach at first and then under dynamic navigation. The implant position was compared with treatment plan. Factors influencing the accuracy of implants placed under dynamic navigation were analyzed. Student acceptance towards the training and use of dynamic navigation was recorded using a questionnaire. RESULTS A total of 21 students placed 42 implants. For freehand implant placement, the median entry point deviation, apex point deviation, and implant axis deviation was 3.79 mm, 4.32 mm, and 10.08°. For dynamic guided implant placement, the median entry point deviation, apex point deviation, and implant axis deviation was 1.29 mm, 1.25 mm, and 4.89° (p < 0.001). The accuracy of dynamic guided implant was not influenced by student gender or familiarity with computer games. All students were satisfied with the training. CONCLUSIONS Dynamic navigation system assisted students in improving the accuracy of implant placement and was well accepted by students.
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Affiliation(s)
- Qi Yan
- Department of Oral Implantology, The State Key Laboratory Breeding Base of Basic Sciences of Stomatology and Key Laboratory of Oral Biomedicine, Ministry of Education (Hubei-MOST KLOS & KLOBM), School and Hospital of Stomatology, Wuhan University, Wuhan, China
| | - Xinyu Wu
- Department of Oral Implantology, The State Key Laboratory Breeding Base of Basic Sciences of Stomatology and Key Laboratory of Oral Biomedicine, Ministry of Education (Hubei-MOST KLOS & KLOBM), School and Hospital of Stomatology, Wuhan University, Wuhan, China
| | - Junyu Shi
- Department of Oral and Maxillo-Facial Implantology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China.
| | - Bin Shi
- Department of Oral Implantology, The State Key Laboratory Breeding Base of Basic Sciences of Stomatology and Key Laboratory of Oral Biomedicine, Ministry of Education (Hubei-MOST KLOS & KLOBM), School and Hospital of Stomatology, Wuhan University, Wuhan, China.
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Wang P, Wu S, Gao L, Ning Y, Zhang C, Pan S, Zhao C. The effect of virtual simulation technology applied to undergraduate teaching of periodontal probing. EUROPEAN JOURNAL OF DENTAL EDUCATION : OFFICIAL JOURNAL OF THE ASSOCIATION FOR DENTAL EDUCATION IN EUROPE 2024; 28:461-470. [PMID: 37929773 DOI: 10.1111/eje.12970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 02/01/2023] [Accepted: 10/16/2023] [Indexed: 11/07/2023]
Abstract
INTRODUCTION The rise of virtual simulation technology and dental simulators has created a new pedagogical approach for undergraduate medical education. The purpose of this study is to evaluate the effect of virtual simulation (VS) technology on improving the students' comprehensive abilities in periodontal probing teaching in pre-practicum periodontology, such as increasing the accuracy of probing, tactile perception and performance on force control. MATERIALS AND METHODS Twenty students were randomly selected among the fourth-year students and equally divided into VS technology teaching group (VS group) and traditional teaching group (TT group) by drawing half lots. One day later, students were required to probe the periodontal pathology model. The consistency rate between PD measurements and PD reference values, time consumption and final exam scores were recorded and statistically analysed using an unpaired Student's t test and p < .05 was considered statistical significance. Finally, questionnaires relating to teaching methods evaluation and the fidelity of the digital VS training system were distributed to students and teachers. RESULTS VS group had a significantly higher consistency rate (72.976 ± 6.811%) than TT group (64.107 ± 4.988%, p = .004). To specify, the difference of consistency rates between the two groups in posterior teeth was larger than anterior teeth. Similarly, a larger difference was also found in proximal surfaces compared with buccal-lingual surfaces. As the pocket depth increased, the difference between the two groups increased too. These results indicated that VS is more efficient in complicated parts of periodontal probing teaching. In addition, students in VS group spent less time and gained a higher score than TT group (p < .05). The overall satisfaction rating in VS group was significantly higher than TT group. Lastly, teachers gave significant lower scores than students concerning the fidelity of VS system. CONCLUSION Although there are much to improve, VS technology has obvious advantages in periodontal probing teaching in pre-practicum periodontology.
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Affiliation(s)
- Panpan Wang
- Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guanghua School of Stomatology, Sun Yat-Sen University, Guangdong, Guangzhou, China
| | - Shiwen Wu
- Guanghua School of Stomatology, Sun Yat-Sen University, Guangdong, Guangzhou, China
| | - Li Gao
- Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guanghua School of Stomatology, Sun Yat-Sen University, Guangdong, Guangzhou, China
| | - Yang Ning
- Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guanghua School of Stomatology, Sun Yat-Sen University, Guangdong, Guangzhou, China
| | - Chi Zhang
- Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guanghua School of Stomatology, Sun Yat-Sen University, Guangdong, Guangzhou, China
| | - Suxun Pan
- Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guanghua School of Stomatology, Sun Yat-Sen University, Guangdong, Guangzhou, China
| | - Chuanjiang Zhao
- Department of Periodontology, Guanghua School and Hospital of Stomatology, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guanghua School of Stomatology, Sun Yat-Sen University, Guangdong, Guangzhou, China
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Pressman SM, Borna S, Gomez-Cabello CA, Haider SA, Haider C, Forte AJ. AI and Ethics: A Systematic Review of the Ethical Considerations of Large Language Model Use in Surgery Research. Healthcare (Basel) 2024; 12:825. [PMID: 38667587 PMCID: PMC11050155 DOI: 10.3390/healthcare12080825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 04/02/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
INTRODUCTION As large language models receive greater attention in medical research, the investigation of ethical considerations is warranted. This review aims to explore surgery literature to identify ethical concerns surrounding these artificial intelligence models and evaluate how autonomy, beneficence, nonmaleficence, and justice are represented within these ethical discussions to provide insights in order to guide further research and practice. METHODS A systematic review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Five electronic databases were searched in October 2023. Eligible studies included surgery-related articles that focused on large language models and contained adequate ethical discussion. Study details, including specialty and ethical concerns, were collected. RESULTS The literature search yielded 1179 articles, with 53 meeting the inclusion criteria. Plastic surgery, orthopedic surgery, and neurosurgery were the most represented surgical specialties. Autonomy was the most explicitly cited ethical principle. The most frequently discussed ethical concern was accuracy (n = 45, 84.9%), followed by bias, patient confidentiality, and responsibility. CONCLUSION The ethical implications of using large language models in surgery are complex and evolving. The integration of these models into surgery necessitates continuous ethical discourse to ensure responsible and ethical use, balancing technological advancement with human dignity and safety.
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Affiliation(s)
| | - Sahar Borna
- Division of Plastic Surgery, Mayo Clinic, Jacksonville, FL 32224, USA
| | | | - Syed A. Haider
- Division of Plastic Surgery, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Clifton Haider
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA
| | - Antonio J. Forte
- Division of Plastic Surgery, Mayo Clinic, Jacksonville, FL 32224, USA
- Center for Digital Health, Mayo Clinic, Rochester, MN 55905, USA
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Lee KH, Li M, Varble N, Negussie AH, Kassin MT, Arrichiello A, Carrafiello G, Hazen LA, Wakim PG, Li X, Xu S, Wood BJ. Smartphone Augmented Reality Outperforms Conventional CT Guidance for Composite Ablation Margins in Phantom Models. J Vasc Interv Radiol 2024; 35:452-461.e3. [PMID: 37852601 DOI: 10.1016/j.jvir.2023.10.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 09/23/2023] [Accepted: 10/08/2023] [Indexed: 10/20/2023] Open
Abstract
PURPOSE To develop and evaluate a smartphone augmented reality (AR) system for a large 50-mm liver tumor ablation with treatment planning for composite overlapping ablation zones. MATERIALS AND METHODS A smartphone AR application was developed to display tumor, probe, projected probe paths, ablated zones, and real-time percentage of the ablated target tumor volume. Fiducial markers were attached to phantoms and an ablation probe hub for tracking. The system was evaluated with tissue-mimicking thermochromic phantoms and gel phantoms. Four interventional radiologists performed 2 trials each of 3 probe insertions per trial using AR guidance versus computed tomography (CT) guidance approaches in 2 gel phantoms. Insertion points and optimal probe paths were predetermined. On Gel Phantom 2, serial ablated zones were saved and continuously displayed after each probe placement/adjustment, enabling feedback and iterative planning. The percentages of tumor ablated for AR guidance versus CT guidance, and with versus without display of recorded ablated zones, were compared among interventional radiologists with pairwise t-tests. RESULTS The means of percentages of tumor ablated for CT freehand and AR guidance were 36% ± 7 and 47% ± 4 (P = .004), respectively. The mean composite percentages of tumor ablated for AR guidance were 43% ± 1 (without) and 50% ± 2 (with display of ablation zone) (P = .033). There was no strong correlation between AR-guided percentage of ablation and years of experience (r < 0.5), whereas there was a strong correlation between CT-guided percentage of ablation and years of experience (r > 0.9). CONCLUSIONS A smartphone AR guidance system for dynamic iterative large liver tumor ablation was accurate, performed better than conventional CT guidance, especially for less experienced interventional radiologists, and enhanced more standardized performance across experience levels for ablation of a 50-mm tumor.
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Affiliation(s)
- Katerina H Lee
- McGovern Medical School at UTHealth, Houston, Texas; Center for Interventional Oncology, National Institutes of Health, Bethesda, Maryland
| | - Ming Li
- Center for Interventional Oncology, National Institutes of Health, Bethesda, Maryland
| | - Nicole Varble
- Center for Interventional Oncology, National Institutes of Health, Bethesda, Maryland; Philips Research North America, Cambridge, Massachusetts
| | - Ayele H Negussie
- Center for Interventional Oncology, National Institutes of Health, Bethesda, Maryland
| | - Michael T Kassin
- Center for Interventional Oncology, National Institutes of Health, Bethesda, Maryland
| | - Antonio Arrichiello
- Center for Interventional Oncology, National Institutes of Health, Bethesda, Maryland
| | - Gianpaolo Carrafiello
- Department of Radiology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Lindsey A Hazen
- Center for Interventional Oncology, National Institutes of Health, Bethesda, Maryland
| | - Paul G Wakim
- Biostatistics and Clinical Epidemiology Service, National Institutes of Health, Bethesda, Maryland
| | - Xiaobai Li
- Biostatistics and Clinical Epidemiology Service, National Institutes of Health, Bethesda, Maryland
| | - Sheng Xu
- Center for Interventional Oncology, National Institutes of Health, Bethesda, Maryland
| | - Bradford J Wood
- Center for Interventional Oncology, National Institutes of Health, Bethesda, Maryland.
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Arias-Amezquita E, Alkureishi L, Purnell C, Zhao L, Lee O, Mathis SA, Patel PK, Cohen M. Virtual Reality Planning in Reconstructive Surgery for Orbital Prosthetic Rehabilitation Using ImmersiveTouch Platform: Preliminary Report. J Craniofac Surg 2024; 35:392-397. [PMID: 37889858 DOI: 10.1097/scs.0000000000009794] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 10/01/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND/PURPOSE Virtual reality (VR) is emerging as an effective and intuitive surgical planning and 3D visualization tool. Digital surgical planning is the gold standard for planning the placement of implants in maxillofacial prosthetics, but the field lacks a platform exclusively designed to perform the task. Virtual reality planning (VRP) specific for maxillofacial prosthetics offers the clinician improved control of the presurgical planning and the potential to limit the need to adapt other advanced segmentation software. Furthermore, the virtual plan can be directly translated to the patient through custom 3D printed (3DP) surgical guides and visual aids. To the best of our knowledge, this article outlines the development of the world's first virtual reality planning platform and workflow for pre-operatory planning within a VR environment for clinical use specific to facial prosthetics and anaplastology. METHOD The workflow was applied to managing 2 patients presenting with unilateral total exenteration and severe contracture enucleation, respectively (n=2). A cone-beam CT was acquired for each patient, and their data set was directly imported into the ImmersiveView Surgical Plan VR environment (ImmersiveTouch Inc, Chicago, IL). The clinicians virtually selected appropriately sized craniofacial implants and placed the implants in the desired orientation. Various measurement tools are available to aid in clinical decision-making. The ideal location of craniofacial implants was set according to an orbital and auricular prosthetic reconstruction. The resultant VR plan was exported for 3DP. The patients were evaluated preoperatively and postoperatively using the proposed VRP treatment. The workflow's data accuracy was validated postoperatively by comparing posterative CT data and the proposed VRP. Analysis was performed using Mimics software (Materialise, Leuven, Belgium). RESULT It takes, on average, 10 minutes to place 4 implants in the virtual reality space. The 3DP files resulting from VRP take ~2 hours to print and are constructed with a biocompatible resin appropriate for clinical use as surgical guides. Our user-friendly VRP workflow allows for an accurate simulation of surgical and nonsurgical procedures with an average displacement in XYZ of 0.6 mm and an SD of 0.3 mm. In addition, VRP is an excellent tool to simulate the craniofacial placement procedure and improves unsupervised self-learning teaching. CONCLUSION VRP is an exciting tool for training clinicians and students in complex surgical procedures. This study shows the promising applicability and efficiency of VR in clinical planning and management of facial rehabilitation. Patients allowed to interact with VR have been engaged, which would aid their treatment acceptance and patient education. A valuable advantage of surgical simulation is the reduced costs associated with renting instruments, buying implant dummies, and surgical hardware. The authors will explore VR to plan and treat surgical and nonsurgical reconstructive procedures and improve soft tissue manipulation. This study outlines the development of an original platform and workflow for segmentation, preoperative planning, and digital design within a VR environment and the clinical use in reconstructive surgery and anaplastology.
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Affiliation(s)
- Eduardo Arias-Amezquita
- Department of Surgery, The Craniofacial Center, Division of Plastic, Cosmetic, and Reconstructive Surgery, The University of Illinois, Chicago, IL
| | - Lee Alkureishi
- Department of Surgery, The Craniofacial Center, Division of Plastic, Cosmetic, and Reconstructive Surgery, The University of Illinois, Chicago, IL
| | - Chad Purnell
- Department of Surgery, The Craniofacial Center, Division of Plastic, Cosmetic, and Reconstructive Surgery, The University of Illinois, Chicago, IL
| | - Linping Zhao
- Department of Surgery, The Craniofacial Center, Division of Plastic, Cosmetic, and Reconstructive Surgery, The University of Illinois, Chicago, IL
| | - Olivia Lee
- The University of Illinois College of Medicine, Chicago, IL
| | | | - Pravin K Patel
- Department of Surgery, The Craniofacial Center, Division of Plastic, Cosmetic, and Reconstructive Surgery, The University of Illinois, Chicago, IL
| | - Mimis Cohen
- Department of Surgery, The Craniofacial Center, Division of Plastic, Cosmetic, and Reconstructive Surgery, The University of Illinois, Chicago, IL
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Philippe AG, Goncalves A, Korchi K, Deshayes M. Exergaming in augmented reality is tailor-made for aerobic training and enjoyment among healthy young adults. Front Public Health 2024; 12:1307382. [PMID: 38469269 PMCID: PMC10925726 DOI: 10.3389/fpubh.2024.1307382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 02/14/2024] [Indexed: 03/13/2024] Open
Abstract
In recent years, the use of exergaming for physical activity practice has gain in popularity but few is known about the use of augmented reality for physical activity, particularly at moderate to vigorous intensities. The present study examined the use of an exergame in augmented reality for aerobic training in healthy young adults. In a within-subject design, 18 participants (19.8 ± 1.4 years of age) have performed two physical activity sessions playing dodgeball. Indeed, they realized a classical dodgeball session and an exergaming session with an augmented reality version of dodgeball game. Physical loads and intensities were measured with accelerometers, RPE and heart sensors. Enjoyment experienced during the sessions was measured with the short version of the physical activity enjoyment scale questionnaire. Results revealed that both physical load and intensity were appropriate for aerobic training in the two conditions (i.e., classical and exergame in augmented reality) although values were significantly higher in the classical condition. Enjoyment was high in the two conditions with a higher significant value in the classical condition compared to the exergame in augmented reality condition. Put together, these results indicate that an aerobic state can be attained through both physical gameplay and its augmented reality equivalent and was associated to a high level of enjoyment among healthy young adults.
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Knipper A, Kuhn K, Luthardt RG, Schnutenhaus S. Accuracy of Dental Implant Placement with Dynamic Navigation-Investigation of the Influence of Two Different Optical Reference Systems: A Randomized Clinical Trial. Bioengineering (Basel) 2024; 11:155. [PMID: 38391641 PMCID: PMC10886004 DOI: 10.3390/bioengineering11020155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 01/31/2024] [Accepted: 02/01/2024] [Indexed: 02/24/2024] Open
Abstract
This randomized prospective clinical study aims to analyze the differences between the computer-assisted planned implant position and the clinically realized implant position using dynamic navigation. In the randomized prospective clinical study, 30 patients were recruited, of whom 27 could receive an implant (BLT, Straumann Institut AG, Basel, Switzerland) using a dynamic computer-assisted approach. Patients with at least six teeth in their jaws to be implanted were included in the study. Digital planning was performed using cone beam tomography imaging, and the visualization of the actual situation was carried out using an intraoral scan. Two different workflows with differently prepared reference markers were performed with 15 patients per group. The actual clinically achieved implant position was recorded with scan bodies fixed to the implants and an intraoral scan. The deviations between the planned and realized implant positions were recorded using evaluation software. The clinical examinations revealed no significant differences between procedures A and B in the mesiodistal, buccolingual and apicocoronal directions. For the mean angular deviation, group B showed a significantly more accurate value of 2.7° (95% CI 1.6-3.9°) than group A, with a value of 6.3° (95% CI 4.0-8.7°). The mean 3D deviation at the implant shoulder was 2.35 mm for workflow A (95% CI 1.92-2.78 mm) and 1.62 mm for workflow B (95% CI 1.2-2.05 mm). Workflow B also showed significantly higher accuracy in this respect. Similar values were determined at the implant apex. The clinical examination shows that sufficiently accurate implant placement is possible with the dynamic navigation system used here. The use of different workflows sometimes resulted in significantly different accuracy results. The data of the present study are comparable with the published findings of other static and dynamic navigation procedures.
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Affiliation(s)
- Anne Knipper
- Center for Dentistry, Dr. Schnutenhaus Community Health Center (CHC) GmbH, Breiter Wasmen 10, 78247 Hilzingen, Germany
| | - Katharina Kuhn
- Department for Dentistry, Clinic for Prosthodontics, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany
| | - Ralph G Luthardt
- Department for Dentistry, Clinic for Prosthodontics, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany
| | - Sigmar Schnutenhaus
- Center for Dentistry, Dr. Schnutenhaus Community Health Center (CHC) GmbH, Breiter Wasmen 10, 78247 Hilzingen, Germany
- Department for Dentistry, Clinic for Prosthodontics, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany
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Spille J, Bube N, Wagner J, Spille D, Birkenfeld F, Kübel P, Wiltfang J, Gülses A. Navigational exploration of bony defect mimicking a solid lesion of the mandible compared to conventional surgery by young professionals. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2024; 125:101588. [PMID: 37543209 DOI: 10.1016/j.jormas.2023.101588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 07/18/2023] [Accepted: 08/02/2023] [Indexed: 08/07/2023]
Abstract
INTRODUCTION The aim of the current study was to evaluate the accuracy of resection a solid lesion in an acrylic lower jaw by young professionals using a dynamic computer-assisted surgical system comparted to conventional surgery technique. MATERIAL AND METHODS Twenty students performed the removal of the lesion conventionally and twenty students did the operation with a dynamic computer-assisted surgical system. Both groups were compared regarding the defect size, operation time, and surgical complications. RESULTS The defect size in the jaw was significant smaller with the navigated surgery (p < 0.001). Operation time was shorter without navigation system, but no significance was found (p = 0.137). Without navigation system three young professionals perforated the lingual cortex. DISCUSSION Navigated surgery can immediately be used by young professionals and support young surgeons in everyday clinical practice, especially in operations with difficult anatomic situations.
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Affiliation(s)
- Johannes Spille
- Department of Oral and Maxillofacial Surgery, University Hospital of Schleswig-Holstein, Christian Albrechts University, UKSH- Campus Kiel, Arnold-Heller-Straße 3, Kiel 24105, Germany.
| | - Nele Bube
- Department of Oral and Maxillofacial Surgery, University Hospital of Schleswig-Holstein, Christian Albrechts University, UKSH- Campus Kiel, Arnold-Heller-Straße 3, Kiel 24105, Germany
| | - Juliane Wagner
- Department of Oral and Maxillofacial Surgery, University Hospital of Schleswig-Holstein, Christian Albrechts University, UKSH- Campus Kiel, Arnold-Heller-Straße 3, Kiel 24105, Germany
| | - Dorothee Spille
- Department of Neurosurgery, University Hospital Münster, Münster, Germany
| | - Falk Birkenfeld
- Department of Oral and Maxillofacial Surgery, University Hospital of Schleswig-Holstein, Christian Albrechts University, UKSH- Campus Kiel, Arnold-Heller-Straße 3, Kiel 24105, Germany
| | - Paul Kübel
- Department of Oral and Maxillofacial Surgery, University Hospital of Schleswig-Holstein, Christian Albrechts University, UKSH- Campus Kiel, Arnold-Heller-Straße 3, Kiel 24105, Germany
| | - Jörg Wiltfang
- Department of Oral and Maxillofacial Surgery, University Hospital of Schleswig-Holstein, Christian Albrechts University, UKSH- Campus Kiel, Arnold-Heller-Straße 3, Kiel 24105, Germany
| | - Aydin Gülses
- Department of Oral and Maxillofacial Surgery, University Hospital of Schleswig-Holstein, Christian Albrechts University, UKSH- Campus Kiel, Arnold-Heller-Straße 3, Kiel 24105, Germany
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Iqbal AI, Aamir A, Hammad A, Hafsa H, Basit A, Oduoye MO, Anis MW, Ahmed S, Younus MI, Jabeen S. Immersive Technologies in Healthcare: An In-Depth Exploration of Virtual Reality and Augmented Reality in Enhancing Patient Care, Medical Education, and Training Paradigms. J Prim Care Community Health 2024; 15:21501319241293311. [PMID: 39439304 PMCID: PMC11528804 DOI: 10.1177/21501319241293311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 09/29/2024] [Accepted: 10/01/2024] [Indexed: 10/25/2024] Open
Abstract
BACKGROUND Virtual reality (VR) and augmented reality (AR) are rapidly gaining traction in healthcare, offering transformative opportunities for patient care, medical education, and therapeutic interventions. Despite their potential, challenges remain regarding the implementation and integration of these technologies into existing healthcare practices. OBJECTIVE This review aims to explore the current applications of VR and AR in healthcare, particularly focusing on their roles in enhancing patient care and medical training, as well as identifying research gaps that hinder their widespread adoption. METHODS A comprehensive literature search was conducted across 2 primary databases, PubMed, and Google Scholar. The search was restricted to peer-reviewed articles, systematic reviews, meta-analyses, and randomized controlled trials (RCTs) published from 2000 to 2024. Reference lists of included articles were also examined for additional relevant studies. Inclusion criteria focused on empirical studies addressing the use of VR and/or AR in patient care or medical training, while editorial pieces, non-peer-reviewed sources, and unrelated studies were excluded. A total of 17 900 search results were identified on Google Scholar and 300 on PubMed, leading to the inclusion of 89 articles in this review. RESULTS The findings indicate that VR and AR technologies significantly enhance patient experiences and medical training, providing immersive and interactive environments for learning and practice. However, notable challenges include integration issues with existing electronic health record systems, the need for appropriate implementation models, and a lack of substantial evidence supporting the clinical efficacy of AR-assisted procedures. CONCLUSION While VR and AR hold considerable promise in revolutionizing healthcare practices, further research is essential to address existing gaps, particularly regarding implementation strategies, user acceptance, and empirical evaluation of patient outcomes and training effectiveness. Understanding the needs of healthcare professionals and patients will be critical to maximizing the impact of these technologies in clinical settings.
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Affiliation(s)
| | - Ali Aamir
- Dow Medical College, Karachi, Pakistan
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Azad TD, Warman A, Tracz JA, Hughes LP, Judy BF, Witham TF. Augmented reality in spine surgery - past, present, and future. Spine J 2024; 24:1-13. [PMID: 37660893 DOI: 10.1016/j.spinee.2023.08.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 07/27/2023] [Accepted: 08/29/2023] [Indexed: 09/05/2023]
Abstract
BACKGROUND CONTEXT Augmented reality (AR) is increasingly recognized as a valuable tool in spine surgery. Here we provides an overview of the key developments and technological milestones that have laid the foundation for AR applications in this field. We also assess the quality of existing studies on AR systems in spine surgery and explore potential future applications. PURPOSE The purpose of this narrative review is to examine the role of AR in spine surgery. It aims to highlight the evolution of AR technology in this context, evaluate the existing body of research, and outline potential future directions for integrating AR into spine surgery. STUDY DESIGN Narrative review. METHODS We conducted a thorough literature search to identify studies and developments related to AR in spine surgery. Relevant articles, reports, and technological advancements were analyzed to establish the historical context and current state of AR in this field. RESULTS The review identifies significant milestones in the development of AR technology for spine surgery. It discusses the growing body of research and highlights the strengths and weaknesses of existing investigations. Additionally, it presents insights into the potential for AR to enhance spine surgical education and speculates on future applications. CONCLUSIONS Augmented reality has emerged as a promising adjunct in spine surgery, with notable advancements and research efforts. The integration of AR into the spine surgery operating room holds promise, as does its potential to revolutionize surgical education. Future applications of AR in spine surgery may include real-time navigation, enhanced visualization, and improved patient outcomes. Continued development and evaluation of AR technology are essential for its successful implementation in this specialized surgical field.
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Affiliation(s)
- Tej D Azad
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St, Meyer 7-109, Baltimore, MD 21287, USA
| | - Anmol Warman
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St, Meyer 7-109, Baltimore, MD 21287, USA
| | - Jovanna A Tracz
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St, Meyer 7-109, Baltimore, MD 21287, USA
| | - Liam P Hughes
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St, Meyer 7-109, Baltimore, MD 21287, USA
| | - Brendan F Judy
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St, Meyer 7-109, Baltimore, MD 21287, USA
| | - Timothy F Witham
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St, Meyer 7-109, Baltimore, MD 21287, USA.
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Leng A, Zeng B, Chen Y, Tu P, Tao B, Chen X. Development of a virtual reality-based zygomatic implant surgery training system with global collision detection and optimized finite element method model. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 243:107940. [PMID: 38006686 DOI: 10.1016/j.cmpb.2023.107940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 11/20/2023] [Accepted: 11/20/2023] [Indexed: 11/27/2023]
Abstract
BACKGROUND AND OBJECTIVE Zygomatic implant surgery is challenging due to the complex structure of the zygomatic bone, limited visual range during surgery, and lengthy implant path. Moreover, traditional training methods are costly, and experimental subjects are scarce. METHODS To overcome these challenges, we propose a novel training system that integrates visual, haptic, and auditory feedback to create a more immersive surgical experience. The system uses dynamic bounding volume hierarchy (BVH) and Symplectic Euler to detect global collisions between surgical tools and models, while an optimized finite element method (FEM) model simulates soft tissue and detects collisions. Compared to previous works, our system achieves global rigid-body collisions between surgical tools and patient models, while also providing stable and realistic simulation and collisions of soft tissues. This advancement offers a more realistic simulation for zygomatic implant surgery. RESULTS We conducted three experiments and evaluations. The first experiment measured the axial force generated during the zygomatic implant simulation process and compared it with actual surgery, demonstrating the realistic force rendering feedback of our system. The second evaluation involved 15 novice surgeons who experienced the system and completed a questionnaire survey focusing on five aspects. The results showed satisfactory evaluations. The third experiment involved six surgeons who underwent in-depth training for two hours daily and were tested on the first, third, and fifth days. We collected data and combined it with the doctors' feedback to prove that our system can improve surgeons' proficiency in zygomatic implant surgery and provide a novel training solution for this procedure. CONCLUSION We have innovatively integrated global collision detection and optimized soft tissue simulation into our system. Furthermore, we have conducted experimental validation to demonstrate the effectiveness of this implementation. We present a novel solution for zygomatic implant surgery training.
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Affiliation(s)
- Ao Leng
- Institute of Biomedical Manufacturing and Life Quality Engineering, School of Mechanical Engineering, Shanghai Jiao Tong University, China
| | - Bolun Zeng
- Institute of Biomedical Manufacturing and Life Quality Engineering, School of Mechanical Engineering, Shanghai Jiao Tong University, China
| | - Yizhou Chen
- Institute of Biomedical Manufacturing and Life Quality Engineering, School of Mechanical Engineering, Shanghai Jiao Tong University, China
| | - Puxun Tu
- Institute of Biomedical Manufacturing and Life Quality Engineering, School of Mechanical Engineering, Shanghai Jiao Tong University, China
| | - Baoxin Tao
- Department of Second Dental Center, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaojun Chen
- Institute of Biomedical Manufacturing and Life Quality Engineering, School of Mechanical Engineering, Shanghai Jiao Tong University, China; Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai, China.
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Stucki J, Dastgir R, Baur DA, Quereshy FA. The use of virtual reality and augmented reality in oral and maxillofacial surgery: A narrative review. Oral Surg Oral Med Oral Pathol Oral Radiol 2024; 137:12-18. [PMID: 37723007 DOI: 10.1016/j.oooo.2023.07.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 07/03/2023] [Indexed: 09/20/2023]
Abstract
OBJECTIVE The purpose of this article is to review the current uses of virtual reality (VR) and augmented reality (AR) in oral and maxillofacial surgery. We discuss the use of VR/AR in educational training, surgical planning, advances in hardware and software, and the implementation of VR/AR in this field. STUDY DESIGN A retrospective comprehensive review search of PubMed, Web of Science, Embase, and Cochrane Library was conducted. The search resulted in finding 313 English articles in the last 10 years. RESULTS A total of 38 articles were selected after a meticulous review of the aims, objectives, and methodology by 2 independent reviewers. CONCLUSIONS Virtual reality/AR technology offers significant potential in various aspects, including student education, resident evaluation, surgical planning, and overall surgical implementation. However, its widespread adoption in practice is hindered by factors such as the need for further research, cost concerns, unfamiliarity among current educators, and the necessity for technological improvement. Furthermore, residency programs hold a unique position to influence the future of oral and maxillofacial surgery. As VR/AR has demonstrated substantial benefits in resident education and other applications, residency programs have much to gain by integrating these emerging technologies into their curricula.
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Affiliation(s)
- Jacob Stucki
- Resident, Department of Oral and Maxillofacial Surgery, Case Western Reserve University, Cleveland, OH, USA
| | - Ramtin Dastgir
- Research Fellow, Department of Oral and Maxillofacial Surgery, Case Western Reserve University, Cleveland, OH, USA
| | - Dale A Baur
- Professor and Chair, Department of Oral and Maxillofacial Surgery, Case Western Reserve University, Cleveland, OH, USA
| | - Faisal A Quereshy
- Professor and Program Director, Department of Oral and Maxillofacial Surgery, Case Western Reserve University, Cleveland, OH, USA.
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Lin Z, Lei C, Yang L. Modern Image-Guided Surgery: A Narrative Review of Medical Image Processing and Visualization. SENSORS (BASEL, SWITZERLAND) 2023; 23:9872. [PMID: 38139718 PMCID: PMC10748263 DOI: 10.3390/s23249872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 11/15/2023] [Accepted: 12/13/2023] [Indexed: 12/24/2023]
Abstract
Medical image analysis forms the basis of image-guided surgery (IGS) and many of its fundamental tasks. Driven by the growing number of medical imaging modalities, the research community of medical imaging has developed methods and achieved functionality breakthroughs. However, with the overwhelming pool of information in the literature, it has become increasingly challenging for researchers to extract context-relevant information for specific applications, especially when many widely used methods exist in a variety of versions optimized for their respective application domains. By being further equipped with sophisticated three-dimensional (3D) medical image visualization and digital reality technology, medical experts could enhance their performance capabilities in IGS by multiple folds. The goal of this narrative review is to organize the key components of IGS in the aspects of medical image processing and visualization with a new perspective and insights. The literature search was conducted using mainstream academic search engines with a combination of keywords relevant to the field up until mid-2022. This survey systemically summarizes the basic, mainstream, and state-of-the-art medical image processing methods as well as how visualization technology like augmented/mixed/virtual reality (AR/MR/VR) are enhancing performance in IGS. Further, we hope that this survey will shed some light on the future of IGS in the face of challenges and opportunities for the research directions of medical image processing and visualization.
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Affiliation(s)
- Zhefan Lin
- School of Mechanical Engineering, Zhejiang University, Hangzhou 310030, China;
- ZJU-UIUC Institute, International Campus, Zhejiang University, Haining 314400, China;
| | - Chen Lei
- ZJU-UIUC Institute, International Campus, Zhejiang University, Haining 314400, China;
| | - Liangjing Yang
- School of Mechanical Engineering, Zhejiang University, Hangzhou 310030, China;
- ZJU-UIUC Institute, International Campus, Zhejiang University, Haining 314400, China;
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Barros Padilha DXD, Veiga NJ, Mello-Moura ACV, Nunes Correia P. Virtual reality and behaviour management in paediatric dentistry: a systematic review. BMC Oral Health 2023; 23:995. [PMID: 38087294 PMCID: PMC10717698 DOI: 10.1186/s12903-023-03595-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 10/29/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Virtual reality (VR) has emerged as an innovative tool in medicine and dentistry, improving anxiety and pain management in children. The immersive and interactive environments of VR technology facilitate positive engagement of young patients during dental procedures via distraction, potentially reducing anxiety levels and improving treatment experience. The aim of this review was to provide current evidence-based guidance on the usage of VR in the clinical practice of paediatric dentistry. METHODS A systematic review was conducted according to the PRISMA guidelines with the following research question using the PICO format: Does VR (I) effectively manage anxiety and pain (O) during a paediatric dental consultation (P) compared to alternative behavioural control techniques (C)? PubMed/Medline®, SCOPUS and Web of Science databases were searched and analysed. RESULTS A total of 22 randomised control trials were included in this review. These studies have shown that VR is a highly effective method of behaviour management, successfully alleviating pain and anxiety in children during dental treatment, surpassing traditional tools. Selected studies included participants with a large age range and dental procedures varied greatly, from first consultations to infiltration of local anaesthetic and other invasive procedures. VR was mostly used during treatment delivery and different immersive VR techniques were considered. Behaviour, anxiety and pain scales were used to determine efficacy and patient satisfaction. CONCLUSIONS VR offers an engaging and immersive experience, effectively diverting patients' attention away from the clinical environment, fostering a positive and enjoyable treatment experience. However, it is important to acknowledge the limitations of existing studies and the need for further research to enhance the understanding of VR's full potential in paediatric dentistry.
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Grants
- UIDB/04279/2020. This work is financially supported by National Funds through FCT - Fundação para a Ciência e a Tecnologia, I.P., under the project
- UIDB/04279/2020. This work is financially supported by National Funds through FCT - Fundação para a Ciência e a Tecnologia, I.P., under the project
- UIDB/04279/2020. This work is financially supported by National Funds through FCT - Fundação para a Ciência e a Tecnologia, I.P., under the project
- UIDB/04279/2020. This work is financially supported by National Funds through FCT - Fundação para a Ciência e a Tecnologia, I.P., under the project
- This work is financially supported by National Funds through FCT – Fundação para a Ciência e a Tecnologia, I.P., under the project
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Affiliation(s)
| | - Nélio Jorge Veiga
- Faculty of Dental Medicine, Universidade Católica Portuguesa, 3504-505, Viseu, Portugal
- Centre for Interdisciplinary Research in Health (CIIS), Universidade Católica Portuguesa, 3504-505, Viseu, Portugal
| | - Anna Carolina Volpi Mello-Moura
- Faculty of Dental Medicine, Universidade Católica Portuguesa, 3504-505, Viseu, Portugal
- Centre for Interdisciplinary Research in Health (CIIS), Universidade Católica Portuguesa, 3504-505, Viseu, Portugal
| | - Patrícia Nunes Correia
- Faculty of Dental Medicine, Universidade Católica Portuguesa, 3504-505, Viseu, Portugal.
- Centre for Interdisciplinary Research in Health (CIIS), Universidade Católica Portuguesa, 3504-505, Viseu, Portugal.
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Wang Y, Li C, Qu L, Cai H, Ge Y. Application and challenges of a metaverse in medicine. Front Robot AI 2023; 10:1291199. [PMID: 38152305 PMCID: PMC10752600 DOI: 10.3389/frobt.2023.1291199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 11/27/2023] [Indexed: 12/29/2023] Open
Abstract
Metaverse has been confirmed as a relatively amorphous concept of innovation, which refers to technological advancement. Metaverse, i.e., a coalition between reality world and virtual world, has created significant significance and convenience in education, communication, economy, etc. The COVID-19 outbreak has stimulated the growth of metaverse applications in medicine. The above-mentioned technology has broad applications while comprising online remote medical treatment, online conferences, medical education, preparation of surgical plans, etc. Moreover, technical, security, and financial challenges should be tackled down by the future widespread use of metaverse. Metaverse is limitlessly promising, and it will exert a certain effect on future scientific and technological advancements in the medical industry. The review article primarily aims to summarize the application of the metaverse in medicine and their challenge in the future of medicine.
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Affiliation(s)
- Yingshu Wang
- College of Art, Changchun University of Technology, Changchun, Jilin, China
| | - Congcong Li
- Department of Thoracic Surgery, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Lai Qu
- Department of Critical Medicine, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Hongfei Cai
- Department of Thoracic Surgery, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Yingying Ge
- College of Art, Changchun University of Technology, Changchun, Jilin, China
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Olivetto M, Testelin S. Surgical navigation in maxillofacial surgery: A French national survey. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2023; 124:101468. [PMID: 37080359 DOI: 10.1016/j.jormas.2023.101468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 04/09/2023] [Accepted: 04/10/2023] [Indexed: 04/22/2023]
Abstract
PURPOSE to gain a national understanding of the utilization of surgical navigation among maxillofacial surgeons in France through a web-based questionnaire. METHODS A 14-point multiple-choice questionnaire was created and distributed to the participants, divided into two sections. The first section gathered general information about the respondents, and the second section provided an overview of the use of surgical navigation. RESULT A total of 75 participants completed the survey. The results showed that a majority of university hospital departments (65%) utilize an intra-operative 3D imaging system, while very few private clinics and general hospitals use this technology. CONCLUSION The survey suggests that surgical navigation is primarily used in university centers in French maxillofacial surgery, with limited utilization and non-standardized indications for use.
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Affiliation(s)
- Matthieu Olivetto
- Department of Maxillofacial Surgery, Hospital Center of Annecy-Genevois, Annecy, France.
| | - Sylvie Testelin
- Department of Maxillofacial Surgery, University Hospital of Amiens-Picardy, Amiens, France
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Luijten G, Gsaxner C, Li J, Pepe A, Ambigapathy N, Kim M, Chen X, Kleesiek J, Hölzle F, Puladi B, Egger J. 3D surgical instrument collection for computer vision and extended reality. Sci Data 2023; 10:796. [PMID: 37951957 PMCID: PMC10640540 DOI: 10.1038/s41597-023-02684-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 10/23/2023] [Indexed: 11/14/2023] Open
Abstract
The availability of computational hardware and developments in (medical) machine learning (MML) increases medical mixed realities' (MMR) clinical usability. Medical instruments have played a vital role in surgery for ages. To further accelerate the implementation of MML and MMR, three-dimensional (3D) datasets of instruments should be publicly available. The proposed data collection consists of 103, 3D-scanned medical instruments from the clinical routine, scanned with structured light scanners. The collection consists, for example, of instruments, like retractors, forceps, and clamps. The collection can be augmented by generating likewise models using 3D software, resulting in an inflated dataset for analysis. The collection can be used for general instrument detection and tracking in operating room settings, or a freeform marker-less instrument registration for tool tracking in augmented reality. Furthermore, for medical simulation or training scenarios in virtual reality and medical diminishing reality in mixed reality. We hope to ease research in the field of MMR and MML, but also to motivate the release of a wider variety of needed surgical instrument datasets.
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Affiliation(s)
- Gijs Luijten
- Institute of Computer Graphics and Vision (ICG), Graz University of Technology, Inffeldgasse 16/II, 8010, Graz, Austria
- Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital (AöR), Girardetstraße 2, 45131, Essen, Germany
| | - Christina Gsaxner
- Institute of Computer Graphics and Vision (ICG), Graz University of Technology, Inffeldgasse 16/II, 8010, Graz, Austria
| | - Jianning Li
- Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital (AöR), Girardetstraße 2, 45131, Essen, Germany
| | - Antonio Pepe
- Institute of Computer Graphics and Vision (ICG), Graz University of Technology, Inffeldgasse 16/II, 8010, Graz, Austria
| | - Narmada Ambigapathy
- Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital (AöR), Girardetstraße 2, 45131, Essen, Germany
| | - Moon Kim
- Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital (AöR), Girardetstraße 2, 45131, Essen, Germany
| | - Xiaojun Chen
- Institute of Biomedical Manufacturing and Life Quality Engineering, State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, 200240, Shanghai, People's Republic of China
| | - Jens Kleesiek
- Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital (AöR), Girardetstraße 2, 45131, Essen, Germany
- Cancer Research Center Cologne Essen (CCCE), West German Cancer Center Essen (WTZ), 45122, Essen, Germany
- Technische Universität Dortmund, Fakultät Physik, Otto-Hahn-Straße 4, 44227, Dortmund, Germany
| | - Frank Hölzle
- Department of Oral and Maxillofacial Surgery, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074, Aachen, Germany
| | - Behrus Puladi
- Department of Oral and Maxillofacial Surgery, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074, Aachen, Germany.
- Institute of Medical Informatics, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074, Aachen, Germany.
| | - Jan Egger
- Institute of Computer Graphics and Vision (ICG), Graz University of Technology, Inffeldgasse 16/II, 8010, Graz, Austria.
- Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital (AöR), Girardetstraße 2, 45131, Essen, Germany.
- Center for Virtual and Extended Reality in Medicine (ZvRM), University Hospital Essen, Hufelandstraße 55, North Rhine-Westphalia, 45147, Essen, Germany.
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Lyuksemburg V, Abou-Hanna J, Marshall JS, Bramlet MT, Waltz AL, Pieta Keller SM, Dwyer A, Orcutt ST. Virtual Reality for Preoperative Planning in Complex Surgical Oncology: A Single-Center Experience. J Surg Res 2023; 291:546-556. [PMID: 37540972 DOI: 10.1016/j.jss.2023.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 06/28/2023] [Accepted: 07/02/2023] [Indexed: 08/06/2023]
Abstract
INTRODUCTION Virtual reality models (VRM) are three-dimensional (3D) simulations of two-dimensional (2D) images, creating a more accurate mental representation of patient-specific anatomy. METHODS Patients were retrospectively identified who underwent complex oncologic resections whose operations differed from preoperative plans between April 2018 and April 2019. Virtual reality modeling was performed based on preoperative 2D images to assess feasibility of use of this technology to create models. Preoperative plans made based upon 2D imaging versus VRM were compared to the final operations performed. Once the use of VRM to create preoperative plans was deemed feasible, individuals undergoing complex oncologic resections whose operative plans were difficult to define preoperatively were enrolled prospectively from July 2019 to December 2021. Preoperative plans made based upon 2D imaging and VRM by both the operating surgeon and a consulting surgeon were compared to the operation performed. Confidence in each operative plan was also measured. RESULTS Twenty patients were identified, seven retrospective and 13 prospective, with tumors of the liver, pancreas, retroperitoneum, stomach, and soft tissue. Retrospectively, VRM were unable to be created in one patient due to a poor quality 2D image; the remainder (86%) were successfully able to be created and examined. Virtual reality modeling more clearly defined the extent of resection in 50% of successful cases. Prospectively, all VRM were successfully performed. The concordance of the operative plan with VRM was higher than with 2D imaging (92% versus 54% for the operating surgeon and 69% versus 23% for the consulting surgeon). Confidence in the operative plan after VRM compared to 2D imaging also increased for both surgeons (by 15% and 8% for the operating and consulting surgeons, respectively). CONCLUSIONS Virtual reality modeling is feasible and may improve preoperative planning compared to 2D imaging. Further investigation is warranted.
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Affiliation(s)
- Vadim Lyuksemburg
- Department of Surgery, University of Illinois College Medicine at Peoria, Peoria, Illinois
| | - Jameil Abou-Hanna
- Department of Surgery, University of Illinois College Medicine at Peoria, Peoria, Illinois
| | - J Stephen Marshall
- Department of Surgery, University of Illinois College Medicine at Peoria, Peoria, Illinois
| | - Matthew T Bramlet
- Department of Pediatrics, University of Illinois College of Medicine at Peoria, Peoria, Illinois
| | - Alexa L Waltz
- Jump Trading Simulation & Education Center, OSF HealthCare, Peoria, Illinois
| | | | - Anthony Dwyer
- Department of Surgery, University of Illinois College Medicine at Peoria, Peoria, Illinois
| | - Sonia T Orcutt
- Department of Surgery, University of Illinois College Medicine at Peoria, Peoria, Illinois.
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Khan T, Zhu TS, Downes T, Cheng L, Kass NM, Andrews EG, Biehl JT. Understanding Effects of Visual Feedback Delay in AR on Fine Motor Surgical Tasks. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 2023; 29:4697-4707. [PMID: 37788206 DOI: 10.1109/tvcg.2023.3320214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Latency is a pervasive issue in various systems that can significantly impact motor performance and user perception. In medical settings, latency can hinder surgeons' ability to quickly correct movements, resulting in an experience that doesn't align with user expectations and standards of care. Despite numerous studies reporting on the negative effects of latency, there is still a gap in understanding how it impacts the use of augmented reality (AR) in medical settings. This study aims to address this gap by examining how latency impacts motor task performance and subjective perceptions, such as cognitive load, on two display types: a monitor display, traditionally used inside an operating room (OR), and a Microsoft HoloLens 2 display. Our findings indicate that both level of latency and display type impact motor performance, and higher latencies on the HoloLens result in relatively poor performance. However, cognitive load was found to be unrelated to display type or latency, but was dependent on the surgeon's training level. Surgeons did not compromise accuracy to gain more speed and were generally well aware of the latency in the system irrespective of their performance on task. Our study provides valuable insights into acceptable thresholds of latency for AR displays and proposes design implications for the successful implementation and use of AR in surgical settings.
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Chen D, Liu X, Liu Y, Wang X, Zheng J, Wu L. Virtual reality used in undergraduate orthodontic education. EUROPEAN JOURNAL OF DENTAL EDUCATION : OFFICIAL JOURNAL OF THE ASSOCIATION FOR DENTAL EDUCATION IN EUROPE 2023. [PMID: 37908172 DOI: 10.1111/eje.12968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 01/19/2023] [Accepted: 10/16/2023] [Indexed: 11/02/2023]
Abstract
INTRODUCTION Undergraduate dental students frequently have reduced clinical experience which presents a challenge for their dental education. Previously, we developed a virtual reality (VR) simulating the whole clinical treatment process of a patient with angle Class II division 1 malocclusion, and the VR also helped to explain some important orthodontic concepts. As a novel teaching tool, this study aims to compare the effects of VR versus traditional case analysis by Power Point (PPT) in inspiring student learning motivation and evaluating learning experience. MATERIALS AND METHODS A randomized, cross-over, stratified sampling method was taken to divide the fourth-year undergraduate dental students equally into two groups. The two groups were crossed over to use VR and PPT. RESULTS For the whole study, results indicated that students in the VR group showed higher learning motivation (including attention, relevance, confidence and satisfaction) than in the PPT group, but the differences between VR and PPT groups were not very big, and the median of the differences located at 0. For learning experience, students thought VR to be more useful, more enjoyable and more engaging, but the median of differences also located at 0. Notably, the majority of students had higher recommendations for VR than PPT, and the median difference located at 1. However, when the two phases were analysed separately, some items showed no significant differences between VR and PPT learning. CONCLUSION VR is a very useful adjunct to education compared to traditional case analysis by PPT, but we cannot exaggerate its benefits. Educators should make good use of VR to solve the difficult problems in education.
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Affiliation(s)
- Dongru Chen
- Department of Orthodontics, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University. Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong, China
| | - Xiangqi Liu
- Department of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University. Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong, China
| | - Yuanbo Liu
- Department of Orthodontics, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University. Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong, China
| | - Xi Wang
- Department of Orthodontics, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University. Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong, China
| | - Jinxuan Zheng
- Department of Orthodontics, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University. Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong, China
| | - Liping Wu
- Department of Orthodontics, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University. Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, Guangdong, China
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