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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: 0] [Impact Index Per Article: 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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Shaikh TA, Dar TR, Sofi S. A data-centric artificial intelligent and extended reality technology in smart healthcare systems. SOCIAL NETWORK ANALYSIS AND MINING 2022; 12:122. [PMID: 36065420 PMCID: PMC9434088 DOI: 10.1007/s13278-022-00888-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 05/08/2022] [Accepted: 05/16/2022] [Indexed: 12/01/2022]
Abstract
Extended reality (XR) solutions are quietly maturing, and their novel use cases are already being investigated, particularly in the healthcare industry. By 2022, the extended reality market is anticipated to be worth $209 billion. Certain diseases, such as Alzheimer's, Schizophrenia, Stroke rehabilitation stimulating specific areas of the patient's brain, healing brain injuries, surgeon training, realistic 3D visualization, touch-free interfaces, and teaching social skills to children with autism, have shown promising results with XR-assisted treatments. Similar effects have been used in video game therapies like Akili Interactive's EndeavorRx, which has previously been approved by the Food and Drug Administration (FDA) as a treatment regimen for children with attention deficit hyperactivity disorder (ADHD). However, while these improvements have received positive feedback, the field of XR-assisted patient treatment is in its infancy. The growth of XR in the healthcare sphere has the potential to transform the delivery of medical services. Imagine an elderly patient in a remote setting having a consultation with a world-renowned expert without ever having to leave their house. Rather than operating on cadavers in a medical facility, a surgical resident does surgery in a virtual setting at home. On the first try, a nurse uses a vein finder to implant an IV. Through cognitive treatment in a virtual world, a war veteran recovers from post-traumatic stress disorder (PTSD). The paper discusses the potential impact of XR in transforming the healthcare industry, as well as its use cases, challenges, XR tools and techniques for intelligent health care, recent developments of XR in intelligent healthcare services, and the potential benefits and future aspects of XR techniques in the medical domain.
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Ruiz-Moya A, Infante-Cossio P, Gomez-Ciriza G, Gomez-Ciriza M, Gomez-Cia T. Donor-recipient matching in hand transplantation: a comparison of anthropometric measurements, 3-dimensional virtual models and printed epitheses. J Hand Surg Eur Vol 2021; 46:995-1002. [PMID: 34107785 DOI: 10.1177/17531934211021548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Donor-recipient matching in hand transplantation remains challenging. The usefulness of three-dimensional (3-D) virtual models and printed epitheses were compared with measurements on cadaveric extremities to evaluate the most accurate method of donor-recipient matching for allograft procurement. Ten anthropometric measurements were recorded from 12 human cadaveric upper extremities and matched to printed epitheses and 3-D virtual models. Five circumferential and two longitudinal measurements obtained an intra-class correlation of >0.75 with all three methods, with the Kaplan (0.973) and wrist circumferences (0.942) achieving the highest concordance. Measurement on cadaveric specimens was the most reliable method. Using different combinations of donor hand and recipient forearms, a series of 72 virtual transplantations were then created, and their compatibility rated by ten transplant surgeons. The results confirmed that anthropometric measurements, obtained directly from potential human donor limbs and based on wrist circumference as the primary parameter, provide the best and most clinically relevant donor-recipient match.
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Affiliation(s)
- Alejandro Ruiz-Moya
- Department of Plastic and Reconstructive Surgery, Virgen del Rocio University Hospital, Seville, Spain
| | | | - Gorka Gomez-Ciriza
- FABLAB, Biomedical Institute of Seville (IBiS)/Virgen del Rocio University Hospital/CSIC/University of Seville, Seville, Spain
| | - Mikel Gomez-Ciriza
- FABLAB, Biomedical Institute of Seville (IBiS)/Virgen del Rocio University Hospital/CSIC/University of Seville, Seville, Spain
| | - Tomas Gomez-Cia
- Department of Plastic and Reconstructive Surgery, Virgen del Rocio University Hospital, Seville, Spain
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Manninen AA, Törnwall J, Horelli JC, Heliövaara AK, Mesimäki KV, Lindford AJ, Wilkman TSE, Lassus P. Virtual 3D planning and prediction accuracy in two bimaxillary face transplantations in Helsinki. J Plast Reconstr Aesthet Surg 2021; 75:605-612. [PMID: 34794919 DOI: 10.1016/j.bjps.2021.09.061] [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: 08/31/2019] [Revised: 04/19/2021] [Accepted: 09/27/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND The aim of this study was to describe the 3D planning process used in our two composite face transplantations and to analyze the accuracy of a virtual transplantation in predicting the end-result of face transplantation. METHODS The study material consists of two bimaxillary composite face transplantations performed in the Helsinki University Hospital in 2016 and 2018. Computed tomography (CT) scans of the recipient and donor were used to define the osteotomy lines and perform the virtual face transplantation and to 3D print customized osteotomy guides for recipient and donor. Differences between cephalometric linear and angular measurements of the virtually simulated and the actual postoperative face transplantation were calculated. RESULTS No changes to the planned osteotomy lines were needed during surgery. The differences in skeletal linear and angular measurements of the virtually simulated predictions and the actual postoperative face transplantations of the two patients varied between 0.1-5.6 mm and 0.7°-4°. The postoperative skeletal relationship between maxilla and mandible in both patients were almost identical in comparison to the predictions. CONCLUSIONS 3D planning is feasible and provides close to accurate bone reconstruction in face transplantation. Preoperative virtual transplantation assists planning and improves the outcome in bimaxillary face transplantation.
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Affiliation(s)
- Atte A Manninen
- Department of Plastic Surgery, Helsinki University Hospital (HUS), University of Helsinki, Finland.
| | - Jyrki Törnwall
- Department of Oral and Maxillofacial Diseases, Helsinki University Hospital (HUS), Finland
| | | | - Arja K Heliövaara
- Cleft palate and Craniofacial Center, Department of Plastic Surgery, Helsinki University Hospital, Finland
| | - Karri V Mesimäki
- Department of Oral and Maxillofacial Diseases, Helsinki University Hospital (HUS), Finland
| | - Andrew J Lindford
- Department of Plastic Surgery, Helsinki University Hospital (HUS), University of Helsinki, Finland
| | - Tommy S E Wilkman
- Department of Oral and Maxillofacial Diseases, Helsinki University Hospital (HUS), Finland
| | - Patrik Lassus
- Department of Plastic Surgery, Helsinki University Hospital (HUS), University of Helsinki, Finland
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Sayadi LR, Naides A, Eng M, Fijany A, Chopan M, Sayadi JJ, Shaterian A, Banyard DA, Evans GRD, Vyas R, Widgerow AD. The New Frontier: A Review of Augmented Reality and Virtual Reality in Plastic Surgery. Aesthet Surg J 2019; 39:1007-1016. [PMID: 30753313 DOI: 10.1093/asj/sjz043] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Revised: 01/12/2019] [Accepted: 02/08/2019] [Indexed: 11/14/2022] Open
Abstract
Mixed reality, a blending of the physical and digital worlds, can enhance the surgical experience, leading to greater precision, efficiency, and improved outcomes. Various studies across different disciplines have reported encouraging results using mixed reality technologies, such as augmented and virtual reality. To provide a better understanding of the applications and limitations of this technology in plastic surgery, we performed a systematic review of the literature in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. The initial query of the National Center for Biotechnology Information database yielded 2544 results, and only 46 articles met our inclusion criteria. The majority of studies were in the field of craniofacial surgery, and uses of mixed reality included preoperative planning, intraoperative guides, and education of surgical trainees. A deeper understanding of mixed reality technologies may promote its integration and also help inspire new and creative applications in healthcare.
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Affiliation(s)
| | | | | | | | - Mustafa Chopan
- Resident, Division of Plastic and Reconstructive Surgery, University of Florida, Gainesville, FL
| | | | | | | | | | | | - Alan D Widgerow
- Director of the UC Irvine Center for Tissue Engineering, UC Irvine Department of Plastic Surgery, Center for Tissue Engineering, Orange, CA
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Ammanuel S, Brown I, Uribe J, Rehani B. Creating 3D models from Radiologic Images for Virtual Reality Medical Education Modules. J Med Syst 2019; 43:166. [PMID: 31053902 DOI: 10.1007/s10916-019-1308-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 04/22/2019] [Indexed: 11/28/2022]
Abstract
Virtual Reality (VR) is a powerful tool that has increasingly being used by medical field in recent years. It has been mainly used surgical training in particular laparoscopic procedures. VR can be used for the teaching of anatomy. The aim of the study is to show application of transforming 2D radiologic images into 3D model by using thresholding and segmentation and import into VR interface at an affordable cost. Four anatomy modules are created with inputs to control the rotational and translational movement of 3D models in the virtual space. These movements allow users to explore 3D models by using head tilt and gaze input. 3D models of the Circle of Willis, Vertebral Aneurysm, Spine, and Skull are rendered in the user's field of view at runtime. VR is constructed to have many potentials uses in radiology education. Visualization of 3D anatomic structures in a virtual environment give another tool for teaching to students and patients about anatomy of the body. Four anatomy modules described here demonstrate example user interaction patterns best suited for viewing contexts. Instead viewing stacked 2D images or 3D models confined to desktop applications, virtual reality increases user interactivity of education. An intuitive understanding of anatomic structures in 3D space enhances the learning experience for medical students, residents, and patients we are treating.
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Affiliation(s)
- Simon Ammanuel
- Department of Radiology and Biomedical Imaging, University of California San Francisco School of Medicine, 505 Parnassus Ave, San Francisco, CA, 94158, USA
| | - Isaiah Brown
- Department of Radiology and Biomedical Imaging, University of California San Francisco School of Medicine, 505 Parnassus Ave, San Francisco, CA, 94158, USA
| | - Jesus Uribe
- Department of Radiology and Biomedical Imaging, University of California San Francisco School of Medicine, 505 Parnassus Ave, San Francisco, CA, 94158, USA
| | - Bhavya Rehani
- Department of Radiology and Biomedical Imaging, University of California San Francisco School of Medicine, 505 Parnassus Ave, San Francisco, CA, 94158, USA.
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Thor A. Preoperative Planning of Virtual Osteotomies Followed by Fabrication of Patient Specific Reconstruction Plate for Secondary Correction and Fixation of Displaced Bilateral Mandibular Body Fracture. Craniomaxillofac Trauma Reconstr 2016; 9:188-94. [PMID: 27162581 DOI: 10.1055/s-0036-1572492] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
This paper describes the course of treatment of a severely diplaced bilateral mandibular body fracture, where the first osteosynthesis failed. The subject developed an open bite due to a posterior rotation of the distal part of the mandible and anterior rotation of the proximal parts of the mandible. This situation was evaluated with CBCT and the facial skeleton was segmented using computer software. Correct occlusion was virtually established by bilateral virtual osteotomies in the fracture areas of the mandible. After segmentation, the mandible was virtually rotated back into position and the open bite was closed. A patient specific mandibular reconstruction plate was outlined and fabricated from the new virtual situation and the plate was thereafter installed utilizing the preoperative plan. Osteotomy- and drill-guides was used and thus simplified the surgery resulting in uneventful healing. Virtual planning and patient specific implants and guides were valuable in this case of secondary reconstructive trauma surgery.
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Affiliation(s)
- Andreas Thor
- Department for Surgical Sciences, Plastic and Oral & Maxillofacial Surgery, Uppsala University, Uppsala, Sweden
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Gómez-Ciriza G, Hussain T, Gómez-Cía T, Valverde I. Potential of 3D-printed models in planning structural interventional procedures. Interv Cardiol 2015. [DOI: 10.2217/ica.15.25] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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Valverde I, Gomez G, Coserria JF, Suarez-Mejias C, Uribe S, Sotelo J, Velasco MN, Santos De Soto J, Hosseinpour AR, Gomez-Cia T. 3D printed models for planning endovascular stenting in transverse aortic arch hypoplasia. Catheter Cardiovasc Interv 2015; 85:1006-12. [PMID: 25557983 DOI: 10.1002/ccd.25810] [Citation(s) in RCA: 94] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Revised: 12/19/2014] [Accepted: 12/25/2014] [Indexed: 11/12/2022]
Abstract
OBJECTIVES To evaluate whether three-dimensional (3D) printed models can be used to improve interventional simulation and planning in patients with aortic arch hypoplasia. BACKGROUND Stenting of a hypoplastic transverse arch is technically challenging, and complications such as stent migration and partial obstruction of the origin of the head and neck vessels are highly dependent on operator skills and expertise. METHODS Using magnetic resonance imaging (MRI) data, a 3D model of a repaired aortic coarctation of a 15-year-old boy with hypoplastic aortic arch was printed. Simulation of the endovascular stenting of the hypoplastic arch was carried out under fluoroscopic guidance in the 3D printed model, and subsequently in the patient. A Bland-Altman analysis was used to evaluate the agreement between measurements of aortic diameter in the 3D printed model and the patient's MRI and X-ray angiography. RESULTS The 3D printed model proved to be radio-opaque and allowed simulation of the stenting intervention. The assessment of optimal stent position, size, and length was found to be useful for the actual intervention in the patient. There was excellent agreement between the 3D printed model and both MRI and X-ray angiographic images (mean bias and standard deviation of 0.36 ± 0.45 mm). CONCLUSIONS 3D printed models accurately replicate patients' anatomy and are helpful in planning endovascular stenting in transverse arch hypoplasia. This opens a door for potential simulation applications of 3D models in the field of catheterization and cardiovascular interventions.
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Affiliation(s)
- Israel Valverde
- Paediatric Cardiology Unit, Hospital Virgen Del Rocio, Seville, Spain; Cardiovascular Pathology Unit, Institute of Biomedicine of Seville, IBIS, Hospital Virgen De Rocio/CSIC/University of Seville, Seville, Spain
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