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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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Kelly SS, Suarez CA, Mirsky NA, Slavin BV, Brochu B, Vivekanand Nayak V, El Shatanofy M, Witek L, Thaller SR, Coelho PG. Application of 3D Printing in Cleft Lip and Palate Repair. J Craniofac Surg 2024:00001665-990000000-01572. [PMID: 38738906 DOI: 10.1097/scs.0000000000010294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 04/03/2024] [Indexed: 05/14/2024] Open
Abstract
This manuscript reviews the transformative impact of 3-dimensional (3D) printing technologies in the treatment and management of cleft lip and palate (CLP), highlighting its application across presurgical planning, surgical training, implantable scaffolds, and postoperative care. By integrating patient-specific data through computer-aided design and manufacturing, 3D printing offers tailored solutions that improve surgical outcomes, reduce operation times, and enhance patient care. The review synthesizes current research findings, technical advancements, and clinical applications, illustrating the potential of 3D printing to revolutionize CLP treatment. Further, it discusses the future directions of combining 3D printing with other innovative technologies like artificial intelligence, 4D printing, and in situ bioprinting for more comprehensive care strategies. This paper underscores the necessity for multidisciplinary collaboration and further research to overcome existing challenges and fully utilize the capabilities of 3D printing in CLP repair.
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Affiliation(s)
- Sophie S Kelly
- Florida Atlantic University Charles E. Schmidt College of Medicine, Boca Raton, FL
| | | | | | | | | | | | - Muhammad El Shatanofy
- Department of Otolaryngology, University of Miami Miller School of Medicine, Miami, FL
| | - Lukasz Witek
- Biomaterials Division, NYU Dentistry
- Hansjörg Wyss Department of Plastic Surgery, NYU Grossman School of Medicine, New York
- Department of Biomedical Engineering, Tandon School of Engineering, New York University, Brooklyn, NY
| | - Seth R Thaller
- DeWitt Daughtry Family, Division of Plastic & Reconstructive Surgery, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL
| | - Paulo G Coelho
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine
- DeWitt Daughtry Family, Division of Plastic & Reconstructive Surgery, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL
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Lee JD, Richter J, Pfaller MR, Szafron JM, Menon K, Zanoni A, Ma MR, Feinstein JA, Kreutzer J, Marsden AL, Schiavazzi DE. A probabilistic neural twin for treatment planning in peripheral pulmonary artery stenosis. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2024; 40:e3820. [PMID: 38544354 PMCID: PMC11131421 DOI: 10.1002/cnm.3820] [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: 11/16/2023] [Revised: 02/20/2024] [Accepted: 03/19/2024] [Indexed: 05/15/2024]
Abstract
The substantial computational cost of high-fidelity models in numerical hemodynamics has, so far, relegated their use mainly to offline treatment planning. New breakthroughs in data-driven architectures and optimization techniques for fast surrogate modeling provide an exciting opportunity to overcome these limitations, enabling the use of such technology for time-critical decisions. We discuss an application to the repair of multiple stenosis in peripheral pulmonary artery disease through either transcatheter pulmonary artery rehabilitation or surgery, where it is of interest to achieve desired pressures and flows at specific locations in the pulmonary artery tree, while minimizing the risk for the patient. Since different degrees of success can be achieved in practice during treatment, we formulate the problem in probability, and solve it through a sample-based approach. We propose a new offline-online pipeline for probabilistic real-time treatment planning which combines offline assimilation of boundary conditions, model reduction, and training dataset generation with online estimation of marginal probabilities, possibly conditioned on the degree of augmentation observed in already repaired lesions. Moreover, we propose a new approach for the parametrization of arbitrarily shaped vascular repairs through iterative corrections of a zero-dimensional approximant. We demonstrate this pipeline for a diseased model of the pulmonary artery tree available through the Vascular Model Repository.
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Affiliation(s)
- John D. Lee
- Department of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, Indiana, USA
| | - Jakob Richter
- Department of Pediatrics (Cardiology), Stanford University, Stanford, California, USA
| | - Martin R. Pfaller
- Department of Pediatrics (Cardiology), Stanford University, Stanford, California, USA
| | - Jason M. Szafron
- Department of Pediatrics (Cardiology), Stanford University, Stanford, California, USA
| | - Karthik Menon
- Department of Pediatrics (Cardiology), Stanford University, Stanford, California, USA
| | - Andrea Zanoni
- Department of Pediatrics (Cardiology), Stanford University, Stanford, California, USA
| | - Michael R. Ma
- Department of Cardiothoracic Surgery, Stanford University, Stanford, California, USA
| | - Jeffrey A. Feinstein
- Department of Pediatrics (Cardiology), Stanford University, Stanford, California, USA
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Jacqueline Kreutzer
- Department of Pediatrics, University of Pittsburgh School of Medicine and UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Alison L. Marsden
- Department of Pediatrics (Cardiology), Stanford University, Stanford, California, USA
- Department of Bioengineering, Stanford University, Stanford, California, USA
- Institute for Computational and Mathematical Engineering, Stanford University, Stanford, California, USA
| | - Daniele E. Schiavazzi
- Department of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, Indiana, USA
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4
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Cuello JF, Bardach A, Gromadzyn G, Ruiz Johnson A, Comandé D, Aguirre E, Ruvinsky S. Neurosurgical simulation models developed in Latin America and the Caribbean: a scoping review. Neurosurg Rev 2023; 47:24. [PMID: 38159156 DOI: 10.1007/s10143-023-02263-2] [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: 10/13/2023] [Revised: 12/16/2023] [Accepted: 12/24/2023] [Indexed: 01/03/2024]
Abstract
Simulation training is an educational tool that provides technical and cognitive proficiency in a risk-free environment. Several models have recently been presented in Latin America and the Caribbean (LAC). However, many of them were presented in non-indexed literature and not included in international reviews. This scoping review aims to describe the simulation models developed in LAC for neurosurgery training. Specifically, it focuses on assessing the models developed in LAC, the simulated neurosurgical procedures, the model's manufacturing costs, and the translational outcomes. Simulation models developed in LAC were considered, with no language or time restriction. Cadaveric, ex vivo, animal, synthetic, and virtual/augmented reality models were included for cranial and spinal procedures. We conducted a review according to the PRISMA-ScR, including international and regional reports from indexed and non-indexed literature. Two independent reviewers screened articles. Conflicts were resolved by a third reviewer using Covidence software. We collected data regarding the country of origin, recreated procedure, type of model, model validity, and manufacturing costs. Upon screening 917 studies, 69 models were developed in LAC. Most of them were developed in Brazil (49.28%). The most common procedures were related to general neurosurgery (20.29%), spine (17.39%), and ventricular neuroendoscopy and cerebrovascular (15.94% both). Synthetic models were the most frequent ones (38.98%). The manufacturing cost ranged from 4.00 to 2005.00 US Dollars. To our knowledge, this is the first scoping review about simulation models in LAC, setting the basis for future research studies. It depicts an increasing number of simulation models in the region, allowing a wide range of neurosurgical training in a resource-limited setting.
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Affiliation(s)
| | - Ariel Bardach
- Instituto de Efectividad Clínica y Sanitaria (IECS-CONICET), Buenos Aires, Argentina
- Centro de Investigaciones Epidemiológicas y Salud Pública (CIESP-IECS), CONICET, Buenos Aires, Argentina
| | - Guido Gromadzyn
- Neurosurgery Department, Hospital Garrahan, Buenos Aires, Argentina
| | | | - Daniel Comandé
- Instituto de Efectividad Clínica y Sanitaria (IECS-CONICET), Buenos Aires, Argentina
| | - Emilio Aguirre
- Neurosurgery Department, Hospital Cordero, San Fernando, Argentina
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Slavin BV, Ehlen QT, Costello JP, Nayak VV, Bonfante EA, Benalcázar Jalkh EB, Runyan CM, Witek L, Coelho PG. 3D Printing Applications for Craniomaxillofacial Reconstruction: A Sweeping Review. ACS Biomater Sci Eng 2023; 9:6586-6609. [PMID: 37982644 PMCID: PMC11229092 DOI: 10.1021/acsbiomaterials.3c01171] [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: 11/21/2023]
Abstract
The field of craniomaxillofacial (CMF) surgery is rich in pathological diversity and broad in the ages that it treats. Moreover, the CMF skeleton is a complex confluence of sensory organs and hard and soft tissue with load-bearing demands that can change within millimeters. Computer-aided design (CAD) and additive manufacturing (AM) create extraordinary opportunities to repair the infinite array of craniomaxillofacial defects that exist because of the aforementioned circumstances. 3D printed scaffolds have the potential to serve as a comparable if not superior alternative to the "gold standard" autologous graft. In vitro and in vivo studies continue to investigate the optimal 3D printed scaffold design and composition to foster bone regeneration that is suited to the unique biological and mechanical environment of each CMF defect. Furthermore, 3D printed fixation devices serve as a patient-specific alternative to those that are available off-the-shelf with an opportunity to reduce operative time and optimize fit. Similar benefits have been found to apply to 3D printed anatomical models and surgical guides for preoperative or intraoperative use. Creation and implementation of these devices requires extensive preclinical and clinical research, novel manufacturing capabilities, and strict regulatory oversight. Researchers, manufacturers, CMF surgeons, and the United States Food and Drug Administration (FDA) are working in tandem to further the development of such technology within their respective domains, all with a mutual goal to deliver safe, effective, cost-efficient, and patient-specific CMF care. This manuscript reviews FDA regulatory status, 3D printing techniques, biomaterials, and sterilization procedures suitable for 3D printed devices of the craniomaxillofacial skeleton. It also seeks to discuss recent clinical applications, economic feasibility, and future directions of this novel technology. By reviewing the current state of 3D printing in CMF surgery, we hope to gain a better understanding of its impact and in turn identify opportunities to further the development of patient-specific surgical care.
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Affiliation(s)
- Blaire V Slavin
- University of Miami Miller School of Medicine, 1011 NW 15th St., Miami, Florida 33136, United States
| | - Quinn T Ehlen
- University of Miami Miller School of Medicine, 1011 NW 15th St., Miami, Florida 33136, United States
| | - Joseph P Costello
- University of Miami Miller School of Medicine, 1011 NW 15th St., Miami, Florida 33136, United States
| | - Vasudev Vivekanand Nayak
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, 1011 NW 15th St., Miami, Florida 33136, United States
| | - Estavam A Bonfante
- Department of Prosthodontics and Periodontology, University of Sao Paulo, Bauru School of Dentistry, Alameda Dr. Octávio Pinheiro Brisolla, Quadra 9 - Jardim Brasil, Bauru São Paulo 17012-901, Brazil
| | - Ernesto B Benalcázar Jalkh
- Department of Prosthodontics and Periodontology, University of Sao Paulo, Bauru School of Dentistry, Alameda Dr. Octávio Pinheiro Brisolla, Quadra 9 - Jardim Brasil, Bauru São Paulo 17012-901, Brazil
| | - Christopher M Runyan
- Department of Plastic and Reconstructive Surgery, Wake Forest School of Medicine, 475 Vine St, Winston-Salem, North Carolina 27101, United States
| | - Lukasz Witek
- Biomaterials Division, NYU Dentistry, 345 E. 24th St., New York, New York 10010, United States
- Hansjörg Wyss Department of Plastic Surgery, NYU Grossman School of Medicine, New York University, 222 E 41st St., New York, New York 10017, United States
- Department of Biomedical Engineering, NYU Tandon School of Engineering, 6 MetroTech Center, Brooklyn, New York 11201, United States
| | - Paulo G Coelho
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, 1011 NW 15th St., Miami, Florida 33136, United States
- DeWitt Daughtry Family Department of Surgery, Division of Plastic Surgery, University of Miami Miller School of Medicine, 1120 NW 14th St., Miami, Florida 33136, United States
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6
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Deng Z, Xiang N, Pan J. State of the Art in Immersive Interactive Technologies for Surgery Simulation: A Review and Prospective. Bioengineering (Basel) 2023; 10:1346. [PMID: 38135937 PMCID: PMC10740891 DOI: 10.3390/bioengineering10121346] [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: 10/15/2023] [Revised: 11/08/2023] [Accepted: 11/21/2023] [Indexed: 12/24/2023] Open
Abstract
Immersive technologies have thrived on a strong foundation of software and hardware, injecting vitality into medical training. This surge has witnessed numerous endeavors incorporating immersive technologies into surgery simulation for surgical skills training, with a growing number of researchers delving into this domain. Relevant experiences and patterns need to be summarized urgently to enable researchers to establish a comprehensive understanding of this field, thus promoting its continuous growth. This study provides a forward-looking perspective by reviewing the latest development of immersive interactive technologies for surgery simulation. The investigation commences from a technological standpoint, delving into the core aspects of virtual reality (VR), augmented reality (AR) and mixed reality (MR) technologies, namely, haptic rendering and tracking. Subsequently, we summarize recent work based on the categorization of minimally invasive surgery (MIS) and open surgery simulations. Finally, the study showcases the impressive performance and expansive potential of immersive technologies in surgical simulation while also discussing the current limitations. We find that the design of interaction and the choice of immersive technology in virtual surgery development should be closely related to the corresponding interactive operations in the real surgical speciality. This alignment facilitates targeted technological adaptations in the direction of greater applicability and fidelity of simulation.
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Affiliation(s)
- Zihan Deng
- Department of Computing, School of Advanced Technology, Xi’an Jiaotong-Liverpool Uiversity, Suzhou 215123, China;
| | - Nan Xiang
- Department of Computing, School of Advanced Technology, Xi’an Jiaotong-Liverpool Uiversity, Suzhou 215123, China;
| | - Junjun Pan
- State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China;
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Arnold J, Vijayakumar N, Levy P. Advanced imaging and modeling in neonatal simulation. Semin Perinatol 2023; 47:151825. [PMID: 37940437 DOI: 10.1016/j.semperi.2023.151825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2023]
Abstract
Advances in modeling and imaging have resulted in realistic tools that can be applied to education and training, and even direct patient care. These include point-of-care ultrasound (POCUS), 3-dimensional and digital anatomic modeling, and extended reality. These technologies have been used for the preparation of complex patient care through simulation-based clinical rehearsals, direct patient care such as the creation of patient devices and implants, and for simulation-based education and training for health professionals, patients and families. In this section, we discuss these emerging technologies and describe how they can be utilized to improve patient care.
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Shu H, Liang R, Li Z, Goodridge A, Zhang X, Ding H, Nagururu N, Sahu M, Creighton FX, Taylor RH, Munawar A, Unberath M. Twin-S: a digital twin for skull base surgery. Int J Comput Assist Radiol Surg 2023; 18:1077-1084. [PMID: 37160583 PMCID: PMC11110948 DOI: 10.1007/s11548-023-02863-9] [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: 02/07/2023] [Accepted: 02/28/2023] [Indexed: 05/11/2023]
Abstract
PURPOSE Digital twins are virtual replicas of real-world objects and processes, and they have potential applications in the field of surgical procedures, such as enhancing situational awareness. We introduce Twin-S, a digital twin framework designed specifically for skull base surgeries. METHODS Twin-S is a novel framework that combines high-precision optical tracking and real-time simulation, making it possible to integrate it into image-guided interventions. To guarantee accurate representation, Twin-S employs calibration routines to ensure that the virtual model precisely reflects all real-world processes. Twin-S models and tracks key elements of skull base surgery, including surgical tools, patient anatomy, and surgical cameras. Importantly, Twin-S mirrors real-world drilling and updates the virtual model at frame rate of 28. RESULTS Our evaluation of Twin-S demonstrates its accuracy, with an average error of 1.39 mm during the drilling process. Our study also highlights the benefits of Twin-S, such as its ability to provide augmented surgical views derived from the continuously updated virtual model, thus offering additional situational awareness to the surgeon. CONCLUSION We present Twin-S, a digital twin environment for skull base surgery. Twin-S captures the real-world surgical progresses and updates the virtual model in real time through the use of modern tracking technologies. Future research that integrates vision-based techniques could further increase the accuracy of Twin-S.
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Affiliation(s)
| | - Ruixing Liang
- Johns Hopkins University, Baltimore, MD, USA
- Johns Hopkins Medicine, Baltimore, MD, USA
| | - Zhaoshuo Li
- Johns Hopkins University, Baltimore, MD, USA
| | | | | | - Hao Ding
- Johns Hopkins University, Baltimore, MD, USA
| | | | - Manish Sahu
- Johns Hopkins University, Baltimore, MD, USA
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Kaplan N, Marques M, Scharf I, Yang K, Alkureishi L, Purnell C, Patel P, Zhao L. Virtual Reality and Augmented Reality in Plastic and Craniomaxillofacial Surgery: A Scoping Review. Bioengineering (Basel) 2023; 10:bioengineering10040480. [PMID: 37106667 PMCID: PMC10136227 DOI: 10.3390/bioengineering10040480] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/12/2023] [Accepted: 04/14/2023] [Indexed: 04/29/2023] Open
Abstract
Virtual reality (VR) and augmented reality (AR) have evolved since their introduction to medicine in the 1990s. More powerful software, the miniaturization of hardware, and greater accessibility and affordability enabled novel applications of such virtual tools in surgical practice. This scoping review aims to conduct a comprehensive analysis of the literature by including all articles between 2018 and 2021 pertaining to VR and AR and their use by plastic and craniofacial surgeons in a clinician-as-user, patient-specific manner. From the initial 1637 articles, 10 were eligible for final review. These discussed a variety of clinical applications: perforator flaps reconstruction, mastectomy reconstruction, lymphovenous anastomosis, metopic craniosynostosis, dermal filler injection, auricular reconstruction, facial vascularized composite allotransplantation, and facial artery mapping. More than half (60%) involved VR/AR use intraoperatively with the remainder (40%) examining preoperative use. The hardware used predominantly comprised HoloLens (40%) and smartphones (40%). In total, 9/10 Studies utilized an AR platform. This review found consensus that VR/AR in plastic and craniomaxillofacial surgery has been used to enhance surgeons' knowledge of patient-specific anatomy and potentially facilitated decreased intraoperative time via preoperative planning. However, further outcome-focused research is required to better establish the usability of this technology in everyday practice.
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Affiliation(s)
- Nicolas Kaplan
- Division of Plastic, Reconstructive and Cosmetic Surgery, College of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Mitchell Marques
- Division of Plastic, Reconstructive and Cosmetic Surgery, College of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Isabel Scharf
- Division of Plastic, Reconstructive and Cosmetic Surgery, College of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Kevin Yang
- The Craniofacial Center, Division of Plastic, Reconstructive, and Cosmetic Surgery, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Lee Alkureishi
- The Craniofacial Center, Division of Plastic, Reconstructive, and Cosmetic Surgery, University of Illinois at Chicago, Chicago, IL 60612, USA
- Shriners Children's Chicago Hospital, Chicago, IL 60707, USA
| | - Chad Purnell
- The Craniofacial Center, Division of Plastic, Reconstructive, and Cosmetic Surgery, University of Illinois at Chicago, Chicago, IL 60612, USA
- Shriners Children's Chicago Hospital, Chicago, IL 60707, USA
| | - Pravin Patel
- The Craniofacial Center, Division of Plastic, Reconstructive, and Cosmetic Surgery, University of Illinois at Chicago, Chicago, IL 60612, USA
- Shriners Children's Chicago Hospital, Chicago, IL 60707, USA
| | - Linping Zhao
- The Craniofacial Center, Division of Plastic, Reconstructive, and Cosmetic Surgery, University of Illinois at Chicago, Chicago, IL 60612, USA
- Shriners Children's Chicago Hospital, Chicago, IL 60707, USA
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10
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Adnan S, Xiao J. A scoping review on the trends of digital anatomy education. Clin Anat 2023; 36:471-491. [PMID: 36583721 DOI: 10.1002/ca.23995] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 12/11/2022] [Accepted: 12/12/2022] [Indexed: 12/31/2022]
Abstract
Digital technologies are changing the landscape of anatomy education. To reveal the trend of digital anatomy education across medical science disciplines, searches were performed using PubMed, EMBASE, and MEDLINE bibliographic databases for research articles published from January 2010 to June 2021 (inclusive). The search was restricted to publications written in English language and to articles describing teaching tools in undergraduate and postgraduate anatomy and pre-vocational clinical anatomy training courses. Among 156 included studies across six health disciplines, 35% used three-dimensional (3D) digital printing tools, 24.2% augmented reality (AR), 22.3% virtual reality (VR), 11.5% web-based programs, and 4.5% tablet-based apps. There was a clear discipline-dependent preference in the choice and employment of digital anatomy education. AR and VR were the more commonly adopted digital tools for medical and surgical anatomy education, while 3D printing is more broadly used for nursing, allied health and dental health education compared to other digital resources. Digital modalities were predominantly adopted for applied interactive anatomy education and primarily in advanced anatomy curricula such as regional anatomy and neuroanatomy. Moreover, there was a steep increase in VR anatomy combining digital simulation for surgical anatomy training. There is a consistent increase in the adoption of digital modalities in anatomy education across all included health disciplines. AR and VR anatomy incorporating digital simulation will play a more prominent role in medical education of the future. Combining multimodal digital resources that supports blended and interactive learning will further modernize anatomy education, moving medical education further away from its didactic history.
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Affiliation(s)
- Sharmeen Adnan
- Department of Health Sciences and Biostatistics, School of Health Sciences, Swinburne University of Technology, Hawthorn, Australia
| | - Junhua Xiao
- Department of Health Sciences and Biostatistics, School of Health Sciences, Swinburne University of Technology, Hawthorn, Australia.,School of Allied Health, La Trobe University, Bundoora, Australia
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Portnoy Y, Koren J, Khoury A, Factor S, Dadia S, Ran Y, Benady A. Three-dimensional technologies in presurgical planning of bone surgeries: current evidence and future perspectives. Int J Surg 2023; 109:3-10. [PMID: 36799780 PMCID: PMC10389328 DOI: 10.1097/js9.0000000000000201] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 11/20/2022] [Indexed: 02/18/2023]
Abstract
BACKGROUND The recent development of three-dimensional (3D) technologies introduces a novel set of opportunities to the medical field in general, and specifically to surgery. The preoperative phase has proven to be a critical factor in surgical success. Utilization of 3D technologies has the potential to improve preoperative planning and overall surgical outcomes. In this narrative review article, the authors describe existing clinical data pertaining to the current use of 3D printing, virtual reality, and augmented reality in the preoperative phase of bone surgery. METHODS The methodology included keyword-based literature search in PubMed and Google Scholar for original articles published between 2014 and 2022. After excluding studies performed in nonbone surgery disciplines, data from 61 studies of five different surgical disciplines were processed to be included in this narrative review. RESULTS Among the mentioned technologies, 3D printing is currently the most advanced in terms of clinical use, predominantly creating anatomical models and patient-specific instruments that provide high-quality operative preparation. Virtual reality allows to set a surgical plan and to further simulate the procedure via a 2D screen or head mounted display. Augmented reality is found to be useful for surgical simulation upon 3D printed anatomical models or virtual phantoms. CONCLUSIONS Overall, 3D technologies are gradually becoming an integral part of a surgeon's preoperative toolbox, allowing for increased surgical accuracy and reduction of operation time, mainly in complex and unique surgical cases. This may eventually lead to improved surgical outcomes, thereby optimizing the personalized surgical approach.
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Affiliation(s)
- Yotam Portnoy
- First Faculty of Medicine, Charles University in Prague, Prague, Czechia
| | - Jonathan Koren
- First Faculty of Medicine, Charles University in Prague, Prague, Czechia
| | - Amal Khoury
- Sackler School of Medicine, Tel Aviv University
- Division of Orthopaedic Surgery
| | - Shai Factor
- Sackler School of Medicine, Tel Aviv University
- Division of Orthopaedic Surgery
| | - Solomon Dadia
- Sackler School of Medicine, Tel Aviv University
- Levin Center of 3D Printing and Surgical Innovation
- National Unit of Orthopedic Oncology
| | - Yuval Ran
- Sackler School of Medicine, Tel Aviv University
- Office of the Deputy Medical Manager, Tel Aviv Medical Center, Tel Aviv, Israel
| | - Amit Benady
- Sackler School of Medicine, Tel Aviv University
- Division of Orthopaedic Surgery
- Levin Center of 3D Printing and Surgical Innovation
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van Bilsen MWT, van der Burgt SME, Peerdeman SM. Motivators of becoming and staying a neurosurgeon in the Netherlands: a survey and focus group. Acta Neurochir (Wien) 2023; 165:1-10. [PMID: 36534184 DOI: 10.1007/s00701-022-05439-9] [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: 12/29/2021] [Accepted: 11/17/2022] [Indexed: 12/23/2022]
Abstract
OBJECTIVE The aim of this study was to gain insight in motivators and demotivators of the Dutch neurosurgical residents and neurosurgeons. METHODS A mixed method study was conducted. A survey was sent by the Dutch Neurosurgical Society to all Dutch neurosurgeons and residents in the framework of the yearly national quality conference. The focus groups were held during the Dutch national training days for neurosurgical residents. Baseline statistics were made of all survey data. Focus group recordings were transcribed verbatim and open coded in a constant comparative manner. RESULTS The survey yielded a response rate of 47.3% of neurosurgeons and 72.5% of residents. 42.5% of residents participated in the focus groups. Overall, motivators according to residents and neurosurgeons were divided between autonomous and controlled motivation. For residents, the motivators to become a neurosurgeon were mostly patient-centered. Neurosurgeons had the same general motivators as residents. Around one-third of neurosurgeons considered ending their career as a neurosurgeon. Among residents, 9.5% considered quitting residency. Neurosurgeons and residents indicated that no time for their family life, increased administrative burden and non-patient-related tasks were reasons to consider leaving the profession. Also, less perceived respect from patients and society was a reason to consider ending their career as a neurosurgeon. CONCLUSION Neurosurgeons and residents in neurosurgery are mostly motivated by intrinsic motivators. Factors such as administrative burden, less perceived respect from patients and society, and increase in non-patient-related tasks are large demotivators for both neurosurgeons and residents.
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Affiliation(s)
- M W T van Bilsen
- Department of Neurosurgery, Radboud University Medical Center, Nijmegen, the Netherlands.
| | - S M E van der Burgt
- Teaching & Learning Centre (TLC) Faculty of Medicine - Faculty of Medicine - University of Amsterdam, Amsterdam UMC Location AMC, Amsterdam, the Netherlands
| | - S M Peerdeman
- Teaching & Learning Centre (TLC) Faculty of Medicine - Faculty of Medicine - University of Amsterdam, Amsterdam UMC Location AMC, Amsterdam, the Netherlands
- Department of Neurosurgery, Amsterdam UMC Location VUmc, Amsterdam, the Netherlands
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Xiao J, Evans DJR. Anatomy education beyond the Covid-19 pandemic: A changing pedagogy. ANATOMICAL SCIENCES EDUCATION 2022; 15:1138-1144. [PMID: 36066879 PMCID: PMC9538031 DOI: 10.1002/ase.2222] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 08/15/2022] [Accepted: 09/04/2022] [Indexed: 05/05/2023]
Abstract
The coronavirus disease 2019 (Covid-19) pandemic has induced multifaceted changes in anatomical education. There has been a significant increase in the employment of digital technologies coupled with the upskilling of educators' capacity and altered attitudes toward the digitalization process. While challenges remain, learners have demonstrated capabilities to adapt to digital delivery, engagement and assessment. With alternative and innovative teaching and learning strategies having been trialed and implemented for almost two years, the key question now is what the pedagogy will be for anatomy education beyond the pandemic. Here we discuss some of the changes in anatomy education that have taken place as a result of the Covid-19 pandemic and importantly present some outlooks for evidence-based anatomy pedagogy as the world enters the post-pandemic phase and beyond. The authors conclude that the anatomy discipline is ready to further modernize and has the opportunity to use digital technologies to evolve and enhance anatomy education to ensure students are provided with the learning experience which will prepare them best for the future.
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Affiliation(s)
- Junhua Xiao
- Department of Health Science and BioStatistics, School of Health SciencesSwinburne University of TechnologyHawthornVictoriaAustralia
- School of Allied HealthLa Trobe UniversityMelbourneVictoriaAustralia
| | - Darrell J. R. Evans
- School of Medicine and Public Health, College of Health, Medicine and WellbeingThe University of NewcastleNewcastleNew South WalesAustralia
- Faculty of Medicine, Nursing and Health SciencesMonash UniversityMelbourneVictoriaAustralia
- School of Rural MedicineUniversity of New EnglandArmidaleNew South WalesAustralia
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14
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Boaro A, Moscolo F, Feletti A, Polizzi G, Nunes S, Siddi F, Broekman M, Sala F. Visualization, navigation, augmentation. The ever-changing perspective of the neurosurgeon. BRAIN & SPINE 2022; 2:100926. [PMID: 36248169 PMCID: PMC9560703 DOI: 10.1016/j.bas.2022.100926] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/23/2022] [Accepted: 08/10/2022] [Indexed: 11/22/2022]
Abstract
Introduction The evolution of neurosurgery coincides with the evolution of visualization and navigation. Augmented reality technologies, with their ability to bring digital information into the real environment, have the potential to provide a new, revolutionary perspective to the neurosurgeon. Research question To provide an overview on the historical and technical aspects of visualization and navigation in neurosurgery, and to provide a systematic review on augmented reality (AR) applications in neurosurgery. Material and methods We provided an overview on the main historical milestones and technical features of visualization and navigation tools in neurosurgery. We systematically searched PubMed and Scopus databases for AR applications in neurosurgery and specifically discussed their relationship with current visualization and navigation systems, as well as main limitations. Results The evolution of visualization in neurosurgery is embodied by four magnification systems: surgical loupes, endoscope, surgical microscope and more recently the exoscope, each presenting independent features in terms of magnification capabilities, eye-hand coordination and the possibility to implement additional functions. In regard to navigation, two independent systems have been developed: the frame-based and the frame-less systems. The most frequent application setting for AR is brain surgery (71.6%), specifically neuro-oncology (36.2%) and microscope-based (29.2%), even though in the majority of cases AR applications presented their own visualization supports (66%). Discussion and conclusions The evolution of visualization and navigation in neurosurgery allowed for the development of more precise instruments; the development and clinical validation of AR applications, have the potential to be the next breakthrough, making surgeries safer, as well as improving surgical experience and reducing costs.
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Affiliation(s)
- A. Boaro
- Section of Neurosurgery, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy
| | - F. Moscolo
- Section of Neurosurgery, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy
| | - A. Feletti
- Section of Neurosurgery, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy
| | - G.M.V. Polizzi
- Section of Neurosurgery, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy
| | - S. Nunes
- Section of Neurosurgery, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy
| | - F. Siddi
- Department of Neurosurgery, Haaglanden Medical Center, The Hague, Zuid-Holland, the Netherlands
| | - M.L.D. Broekman
- Department of Neurosurgery, Haaglanden Medical Center, The Hague, Zuid-Holland, the Netherlands
- Department of Neurosurgery, Leiden University Medical Center, Leiden, Zuid-Holland, the Netherlands
| | - F. Sala
- Section of Neurosurgery, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy
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15
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Sakamoto Y, Miwa T, Kajita H, Takatsume Y. Practical use of augmented reality for posterior distraction in craniosynostosis. J Plast Reconstr Aesthet Surg 2022; 75:3877-3903. [DOI: 10.1016/j.bjps.2022.08.072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 08/18/2022] [Indexed: 11/29/2022]
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16
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Ivanov VM, Krivtsov AM, Strelkov SV, Smirnov AY, Shipov RY, Grebenkov VG, Rumyantsev VN, Gheleznyak IS, Surov DA, Korzhuk MS, Koskin VS. Practical Application of Augmented/Mixed Reality Technologies in Surgery of Abdominal Cancer Patients. J Imaging 2022; 8:jimaging8070183. [PMID: 35877627 PMCID: PMC9319177 DOI: 10.3390/jimaging8070183] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 06/19/2022] [Accepted: 06/22/2022] [Indexed: 02/04/2023] Open
Abstract
The technology of augmented and mixed reality (AR/MR) is useful in various areas of modern surgery. We considered the use of augmented and mixed reality technologies as a method of preoperative planning and intraoperative navigation in abdominal cancer patients. Practical use of AM/MR raises a range questions, which demand suitable solutions. The difficulties and obstacles we encountered in the practical use of AR/MR are presented, along with the ways we chose to overcome them. The most demonstrative case is covered in detail. The three-dimensional anatomical model obtained from the CT scan needed to be rigidly attached to the patient’s body, and therefore an invasive approach was developed, using an orthopedic pin fixed to the pelvic bones. The pin is used both similarly to an X-ray contrast marker and as a marker for augmented reality. This solution made it possible, not only to visualize the anatomical structures of the patient and the border zone of the tumor, but also to change the position of the patient during the operation. In addition, a noninvasive (skin-based) marking method was developed that allows the application of mixed and augmented reality during operation. Both techniques were used (8 clinical cases) for preoperative planning and intraoperative navigation, which allowed surgeons to verify the radicality of the operation, to have visual control of all anatomical structures near the zone of interest, and to reduce the time of surgical intervention, thereby reducing the complication rate and improving the rehabilitation period.
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Affiliation(s)
- Vladimir M. Ivanov
- Higher School of Theoretical Mechanics and Mathematical Physics, Peter the Great Saint Petersburg Polytechnic University, 195251 St. Petersburg, Russia or (A.M.K.); (S.V.S.); (A.Y.S.); (R.Y.S.)
- Correspondence:
| | - Anton M. Krivtsov
- Higher School of Theoretical Mechanics and Mathematical Physics, Peter the Great Saint Petersburg Polytechnic University, 195251 St. Petersburg, Russia or (A.M.K.); (S.V.S.); (A.Y.S.); (R.Y.S.)
| | - Sergey V. Strelkov
- Higher School of Theoretical Mechanics and Mathematical Physics, Peter the Great Saint Petersburg Polytechnic University, 195251 St. Petersburg, Russia or (A.M.K.); (S.V.S.); (A.Y.S.); (R.Y.S.)
| | - Anton Yu. Smirnov
- Higher School of Theoretical Mechanics and Mathematical Physics, Peter the Great Saint Petersburg Polytechnic University, 195251 St. Petersburg, Russia or (A.M.K.); (S.V.S.); (A.Y.S.); (R.Y.S.)
| | - Roman Yu. Shipov
- Higher School of Theoretical Mechanics and Mathematical Physics, Peter the Great Saint Petersburg Polytechnic University, 195251 St. Petersburg, Russia or (A.M.K.); (S.V.S.); (A.Y.S.); (R.Y.S.)
| | - Vladimir G. Grebenkov
- Department & Clinic of Naval Surgery, Military Medical Academy Named after S. M. Kirov, Academic Lebedev Street 6, 194044 St. Petersburg, Russia; (V.G.G.); (V.N.R.); (D.A.S.); (M.S.K.)
| | - Valery N. Rumyantsev
- Department & Clinic of Naval Surgery, Military Medical Academy Named after S. M. Kirov, Academic Lebedev Street 6, 194044 St. Petersburg, Russia; (V.G.G.); (V.N.R.); (D.A.S.); (M.S.K.)
| | - Igor S. Gheleznyak
- Department & Clinic of Roentgenology & Radiology, Military Medical Academy Named after S. M. Kirov, Academic Lebedev Street 6, 194044 St. Petersburg, Russia;
| | - Dmitry A. Surov
- Department & Clinic of Naval Surgery, Military Medical Academy Named after S. M. Kirov, Academic Lebedev Street 6, 194044 St. Petersburg, Russia; (V.G.G.); (V.N.R.); (D.A.S.); (M.S.K.)
| | - Michail S. Korzhuk
- Department & Clinic of Naval Surgery, Military Medical Academy Named after S. M. Kirov, Academic Lebedev Street 6, 194044 St. Petersburg, Russia; (V.G.G.); (V.N.R.); (D.A.S.); (M.S.K.)
- Department of General Surgery, Omsk State Medical University, ul. Lenina, 12, 644099 Omsk, Russia
| | - Valery S. Koskin
- Department & Clinic of Military Field Surgery, Military Medical Academy Named after S. M. Kirov, Academic Lebedev Street 6, 194044 St. Petersburg, Russia;
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17
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Cuello JF, Gromadzyn G, Martinez P, Mantese B. Low-Cost Simulation Model for Endoscopic-Assisted Sagittal Craniosynostosis Repair. World Neurosurg 2022; 164:381-387. [PMID: 35700859 DOI: 10.1016/j.wneu.2022.06.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 06/05/2022] [Accepted: 06/06/2022] [Indexed: 11/27/2022]
Affiliation(s)
| | - Guido Gromadzyn
- Departamento de Neurocirugía, Hospital de Pediatría Garrahan, Buenos Aires, Argentina
| | - Patricia Martinez
- Centro de Simulación, Hospital de Pediatría Garrahan, Buenos Aires, Argentina
| | - Beatriz Mantese
- Departamento de Neurocirugía, Hospital de Pediatría Garrahan, Buenos Aires, Argentina
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18
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Wickramasinghe N, Thompson BR, Xiao J. The Opportunities and Challenges of Digital Anatomy for Medical Sciences: Narrative Review. JMIR MEDICAL EDUCATION 2022; 8:e34687. [PMID: 35594064 PMCID: PMC9166657 DOI: 10.2196/34687] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 01/23/2022] [Accepted: 03/25/2022] [Indexed: 05/09/2023]
Abstract
BACKGROUND Anatomy has been the cornerstone of medical education for centuries. However, given the advances in the Internet of Things, this landscape has been augmented in the past decade, shifting toward a greater focus on adopting digital technologies. Digital anatomy is emerging as a new discipline that represents an opportunity to embrace advances in digital health technologies and apply them to the domain of modern medical sciences. Notably, the use of augmented or mixed and virtual reality as well as mobile and platforms and 3D printing in modern anatomy has dramatically increased in the last 5 years. OBJECTIVE This review aims to outline the emerging area of digital anatomy and summarize opportunities and challenges for incorporating digital anatomy in medical science education and practices. METHODS Literature searches were performed using the PubMed, Embase, and MEDLINE bibliographic databases for research articles published between January 2005 and June 2021 (inclusive). Out of the 4650 articles, 651 (14%) were advanced to full-text screening and 77 (1.7%) were eligible for inclusion in the narrative review. We performed a Strength, Weakness, Opportunity, and Threat (SWOT) analysis to evaluate the role that digital anatomy plays in both the learning and teaching of medicine and health sciences as well as its practice. RESULTS Digital anatomy has not only revolutionized undergraduate anatomy education via 3D reconstruction of the human body but is shifting the paradigm of pre- and vocational training for medical professionals via digital simulation, advancing health care. Importantly, it was noted that digital anatomy not only benefits in situ real time clinical practice but also has many advantages for learning and teaching clinicians at multiple levels. Using the SWOT analysis, we described strengths and opportunities that together serve to underscore the benefits of embracing digital anatomy, in particular the areas for collaboration and medical advances. The SWOT analysis also identified a few weaknesses associated with digital anatomy, which are primarily related to the fact that the current reach and range of applications for digital anatomy are very limited owing to its nascent nature. Furthermore, threats are limited to technical aspects such as hardware and software issues. CONCLUSIONS This review highlights the advances in digital health and Health 4.0 in key areas of digital anatomy analytics. The continuous evolution of digital technologies will increase their ability to reinforce anatomy knowledge and advance clinical practice. However, digital anatomy education should not be viewed as a simple technical conversion and needs an explicit pedagogical framework. This review will be a valuable asset for educators and researchers to incorporate digital anatomy into the learning and teaching of medical sciences and their practice.
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Affiliation(s)
- Nilmini Wickramasinghe
- School of Health Sciences, Swinburne University of Technology, Victoria, Australia
- Epworth Healthcare, Melbourne, Australia
| | - Bruce R Thompson
- School of Health Sciences, Swinburne University of Technology, Victoria, Australia
- Alfred Health, Melbourne, Australia
- School of Health Sciences, University of Melbourne, Parkville, Australia
| | - Junhua Xiao
- School of Health Sciences, Swinburne University of Technology, Victoria, Australia
- School of Allied Health, La Trobe University, Bundoora, Australia
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19
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Thavarajasingam SG, Vardanyan R, Arjomandi Rad A, Thavarajasingam A, Khachikyan A, Mendoza N, Nair R, Vajkoczy P. The use of augmented reality in transsphenoidal surgery: A systematic review. Br J Neurosurg 2022; 36:457-471. [PMID: 35393900 DOI: 10.1080/02688697.2022.2057435] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
BACKGROUND Augmented reality (AR) has become a promising tool in neurosurgery. It can minimise the anatomical challenges faced by conventional endoscopic or microscopic transsphenoidal reoperations and can assist in intraoperative guidance, preoperative planning, and surgical training. OBJECTIVES The aims of this systematic review are to describe, compare, and evaluate the use of AR in endoscopic and microscopic transsphenoidal surgery, incorporating the latest primary research. METHODS A systematic review was performed to explore and evaluate existing primary evidence for using AR in transsphenoidal surgery. A comprehensive search of MEDLINE and EMBASE was conducted from database inception to 11th August 2021 for primary data on the use of AR in microscopic and endoscopic endonasal skull base surgery. Additional articles were identified through searches on PubMed, Google Scholar, JSTOR, SCOPUS, Web of Science, Engineering Village, IEEE transactions, and HDAS. A synthesis without meta-analysis (SWiM) analysis was employed quantitatively and qualitatively on the impact of AR on landmark identification, intraoperative navigation, accuracy, time, surgeon experience, and patient outcomes. RESULTS In this systematic review, 17 studies were included in the final analysis. The main findings were that AR provides a convincing improvement to landmark identification, intraoperative navigation, and surgeon experience in transsphenoidal surgery, with a further positive effect on accuracy and time. It did not demonstrate a convincing positive effect on patient outcomes. No studies reported comparative mortalities, morbidities, or cost-benefit indications. CONCLUSION AR-guided transsphenoidal surgery, both endoscopic and microscopic, is associated with an overall improvement in the areas of intraoperative guidance and surgeon experience as compared with their conventional counterparts. However, literature on this area, particularly comparative data and evidence, is very limited. More studies with similar methodologies and quantitative outcomes are required to perform appropriate meta-analyses and to draw significant conclusions.
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Affiliation(s)
| | - Robert Vardanyan
- Faculty of Medicine, Imperial College London, London, United Kingdom
| | | | | | - Artur Khachikyan
- Department of Neurology and Neurosurgery, National Institute of Health, Yerevan, Armenia
| | - Nigel Mendoza
- Department of Neurosurgery, Imperial College NHS Healthcare Trust, London, United Kingdom
| | - Ramesh Nair
- Department of Neurosurgery, Imperial College NHS Healthcare Trust, London, United Kingdom
| | - Peter Vajkoczy
- Department of Neurosurgery, Charité - Universitätsmedizin Berlin, Berlin, Germany
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20
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Augmented Reality in Professional Training: A Review of the Literature from 2001 to 2020. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12031024] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
This study presents a systematic review of literature on the application of augmented reality (AR) in professional training contexts published between 2001 and 2020. A total of 49 articles were selected after a two-stage screening process, and key research findings were analyzed and synthesized using a coding scheme comprising five inter-related aspects: basic information, instructional contexts, technology features, instructional design, and research results. The review results depict the trend patterns in AR-supported professional training in terms of publication, research paradigm, and technological affordances, and report the contextual differences in AR pedagogies and instructional functions over time. Furthermore, a meta-analysis was conducted in the present study to examine the overall effectiveness of AR application in professional training, with the results indicating an overall small effect size (g = 0.268) and nine significant moderating factors. Informed by the review and meta-analysis results, a set of implications for facilitating and investigating AR-supported professional training are proposed and discussed.
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21
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Evaluation of clinical applicability of automated liver parenchyma segmentation of multi-center magnetic resonance images. Eur J Radiol Open 2022; 9:100448. [DOI: 10.1016/j.ejro.2022.100448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 10/10/2022] [Accepted: 10/24/2022] [Indexed: 11/06/2022] Open
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22
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Grebenkov VG, Rumyantsev VN, Ivanov VM, Strelkov SV, Balyura OV, Dymnikov DA, Markevich VY, Kushnarev SV, Zheleznyak IS, Pugacheva VS, Korzhuk MS, Demko AE, Surov DA. [Perioperative augmented reality technology in surgical treatment of locally advanced recurrent rectal cancer]. Khirurgiia (Mosk) 2022:44-53. [PMID: 36562672 DOI: 10.17116/hirurgia202212244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Rectal cancer occupies the leading position among cancers, and incidence of locally advanced recurrences is still high despite comprehensive treatment. Combined resections are usually associated with high perioperative risks. These procedures are technically complex interventions requiring further improvement. Virtual reality technology in surgical treatment of locally advanced rectal cancer recurrence has not been widely discussed. The authors present multidisciplinary construction of the matched topographic-anatomical virtual model and virtual planning of the combined surgical intervention. Intraoperative use of augmented reality allowed specifying topographic and anatomical features of surgical area, level of vascular ligation, localization of tumor fixation points and resection borders. These data ensured safety and quality of resection. Further research of augmented reality technology and improvement of its technical aspects will improve the results of surgical treatment of patients with locally advanced pelvic tumors and recurrences.
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Affiliation(s)
- V G Grebenkov
- Kirov Military Medical Academy, St. Petersburg, Russia
| | | | - V M Ivanov
- Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
| | - S V Strelkov
- Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
| | - O V Balyura
- Kirov Military Medical Academy, St. Petersburg, Russia
| | - D A Dymnikov
- Kirov Military Medical Academy, St. Petersburg, Russia
| | | | - S V Kushnarev
- Kirov Military Medical Academy, St. Petersburg, Russia
| | | | - V S Pugacheva
- Kirov Military Medical Academy, St. Petersburg, Russia
| | - M S Korzhuk
- Kirov Military Medical Academy, St. Petersburg, Russia
| | - A E Demko
- Dzhanelidze St. Petersburg Research Institute for Emergency Care, St. Petersburg, Russia
| | - D A Surov
- Kirov Military Medical Academy, St. Petersburg, Russia
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Caregiver Preferences for Three-Dimensional Printed or Augmented Reality Craniosynostosis Skull Models: A Cross-Sectional Survey. J Craniofac Surg 2021; 33:151-155. [PMID: 34967521 DOI: 10.1097/scs.0000000000008134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Recent advances in three-dimensional (3D) printing and augmented reality (AR) have expanded anatomical modeling possibilities for caregiver craniosynostosis education. The purpose of this study is to characterize caregiver preferences regarding these visual models and determine the impact of these models on caregiver understanding of craniosynostosis. METHODS The authors constructed 3D-printed and AR craniosynostosis models, which were randomly presented in a cross-sectional survey. Caregivers rated each model's utility in learning about craniosynostosis, learning about skull anatomy, viewing an abnormal head shape, easing anxiety, and increasing trust in the surgeon in comparison to a two-dimensional (2D) diagram. Furthermore, caregivers were asked to identify the fused suture on each model and indicate their preference for generic versus patient-specific models. RESULTS A total of 412 craniosynostosis caregivers completed the survey (mean age 33 years, 56% Caucasian, 51% male). Caregivers preferred interactive, patient-specific 3D-printed or AR models over 2D diagrams (mean score difference 3D-printed to 2D: 0.16, P < 0.05; mean score difference AR to 2D: 0.17, P < 0.01) for learning about craniosynostosis, with no significant difference in preference between 3D-printed and AR models. Caregiver detection accuracy of the fused suture on the sagittal model was 19% higher with the 3D-printed model than with the AR model (P < 0.05) and 17% higher with the 3D-printed model than with the 2D diagram (P < 0.05). CONCLUSIONS Our findings indicate that craniosynostosis caregivers prefer 3D-printed or AR models over 2D diagrams in learning about craniosynostosis. Future craniosynostosis skull models with increased user interactivity and patient-specific components can better suit caregiver preferences.
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Coelho G, Trigo L, Faig F, Vieira EV, da Silva HPG, Acácio G, Zagatto G, Teles S, Gasparetto TPD, Freitas LF, Zanon N, Lapa DA. The Potential Applications of Augmented Reality in Fetoscopic Surgery for Antenatal Treatment of Myelomeningocele. World Neurosurg 2021; 159:27-32. [PMID: 34922026 DOI: 10.1016/j.wneu.2021.11.133] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 11/08/2021] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To develop a preoperative planning method using augmented reality (AR) of a specific surgical procedure: fetoscopy for myelomeningocele repair. METHODS Imaging data were acquired of a pregnant woman at 27 weeks of gestation whose fetus was diagnosed with myelomeningocele. The patient was identified as a candidate for fetoscopic repair of the spine defect, and an AR application for mobile device simulation was developed. The virtual customized model was created by analysis of the presurgical magnetic resonance imaging. A real-time AR interface was developed by using an application that enhanced the anatomical aspects of both mother and fetus. RESULTS A virtual model for planning fetoscopy repair for myelomeningocele was developed. Preoperative and postoperative procedures were successfully carried out, emphasizing the beneficial role of the AR application. The use of the AR model allowed the multidisciplinary team to engage in discussion to determine the appropriate surgical approach. It also allowed a clearer explanation of the procedure to the parents enabling a better understanding of the parents regarding specifics characteristics of their baby's spine defect. CONCLUSIONS This new preoperative platform using a virtual model represents an important tool to improve patient's comprehension, multidisciplinary discussion, and surgical planning. In addition, it can be used worldwide as a teaching tool in the fetal surgery field.
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Affiliation(s)
- Giselle Coelho
- Department of Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil; Scientific Department, EDUCSIM Institute, São Paulo, São Paulo, Brazil; Department of Neurosurgery, University of São Paulo, São Paulo, São Paulo, Brazil.
| | - Lucas Trigo
- Department of Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil
| | - Fernanda Faig
- Department of Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil
| | - Eduardo Varjão Vieira
- Department of Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil; Department of Neurosurgery, University of São Paulo, São Paulo, São Paulo, Brazil; Department of Neurosurgery, Santa Marcelina Hospital, São Paulo, São Paulo, Brazil
| | | | - Gregório Acácio
- Department of Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil
| | - Gustavo Zagatto
- Scientific Department, EDUCSIM Institute, São Paulo, São Paulo, Brazil
| | - Sylker Teles
- Scientific Department, State University of Amazonas, Manaus, Amazonas, Brazil
| | - Taísa Pallú Davaus Gasparetto
- Department of Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil; Department of Radiology, Diagnósticos da América SA, São Paulo, São Paulo, Brazil
| | | | - Nelci Zanon
- Department of Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil; Department of Neurosurgery, CENEPE, Centro de Neurocirurgia Pediátrica, São Paulo, São Paulo, Brazil
| | - Denise Araújo Lapa
- Department of Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil; Department of Fetal Medicine, Hospital Israelita Albert Einstein, São Paulo, São Paulo, Brazil
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Mehrotra D, Markus A. Emerging simulation technologies in global craniofacial surgical training. J Oral Biol Craniofac Res 2021; 11:486-499. [PMID: 34345584 PMCID: PMC8319526 DOI: 10.1016/j.jobcr.2021.06.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Accepted: 06/22/2021] [Indexed: 12/14/2022] Open
Abstract
The last few decades have seen an exponential growth in the development and adoption of novel technologies in medical and surgical training of residents globally. Simulation is an active and innovative teaching method, and can be achieved via physical or digital models. Simulation allows the learners to repeatedly practice without the risk of causing any error in an actual patient and enhance their surgical skills and efficiency. Simulation may also allow the clinical instructor to objectively test the ability of the trainee to carry out the clinical procedure competently and independently prior to trainee's completion of the program. This review aims to explore the role of emerging simulation technologies globally in craniofacial training of students and residents in improving their surgical knowledge and skills. These technologies include 3D printed biomodels, virtual and augmented reality, use of google glass, hololens and haptic feedback, surgical boot camps, serious games and escape games and how they can be implemented in low and middle income countries. Craniofacial surgical training methods will probably go through a sea change in the coming years, with the integration of these new technologies in the surgical curriculum, allowing learning in a safe environment with a virtual patient, through repeated exercise. In future, it may also be used as an assessment tool to perform any specific procedure, without putting the actual patient on risk. Although these new technologies are being enthusiastically welcomed by the young surgeons, they should only be used as an addition to the actual curriculum and not as a replacement to the conventional tools, as the mentor-mentee relationship can never be replaced by any technology.
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Affiliation(s)
- Divya Mehrotra
- Department of Oral and Maxillofacial Surgery KGMU, Lucknow, India
| | - A.F. Markus
- Emeritus Consultant Maxillofacial Surgeon, Poole Hospital University of Bournemouth, University of Duisburg-Essen, Trinity College, Dublin, Ireland
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Coelho G, Vieira EV, Rabelo NN, Marie T, Brito D, Del Massa EC, Mendes K, Zagatto G, Maschietto AC, Peixoto R, Sérgio de Souza J, Calil Z, Yoshida M. Preoperative Planning Modalities for Meningoencephalocele: New Proof of Concept. World Neurosurg 2021; 151:124-131. [PMID: 33964493 DOI: 10.1016/j.wneu.2021.04.132] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 04/27/2021] [Accepted: 04/28/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Late surgical correction of meningoencephalocele is a rare scenario that remains challenging for surgeons. Three-dimensional models can mimic the correct anatomical relationships, and technological systems have brought advances to medicine. This study aims to present a novel preoperative planning modality that combines augmented reality with a hybrid model for complex malformation associated with late correction. METHODS The present report describes a case of frontoethmoidal encephalocele of a 10-year-old girl. Two different methods for planning the approach were developed: 1) a hybrid hands-on model and 2) augmented reality, using a cell phone app and headset display. The customized hybrid model was created based on patient's imaging. The augmented reality app was developed with a real-time interface. RESULTS The hybrid model recreated anatomic alterations, thereby allowing a multidisciplinary team to determine an appropriate surgical approach. All aspects of the surgical procedure were simulated. A pre- to postoperative comparison was made, which emphasized benefit of tridimensional anatomical relationships using augmented reality tool and its role in preoperative planning. CONCLUSIONS The authors believe this new multimodality preoperative platform could be a useful method to improve multidisciplinary discussion as well as a powerful tool for teaching and planning.
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Affiliation(s)
- Giselle Coelho
- Division of Neurosurgery, Santa Marcelina Hospital, São Paulo, São Paulo, Brazil; Scientific Board, EDUCSIM Institute, São Paulo, São Paulo, Brazil; Division of Neurosurgery, São Paulo University, USP, São Paulo, São Paulo, Brazil; Division of Craniofacial Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil.
| | - Eduardo Varjão Vieira
- Division of Neurosurgery, Santa Marcelina Hospital, São Paulo, São Paulo, Brazil; Division of Neurosurgery, São Paulo University, USP, São Paulo, São Paulo, Brazil; Division of Craniofacial Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil
| | | | - Thailane Marie
- Division of Neurosurgery, Santa Marcelina Hospital, São Paulo, São Paulo, Brazil
| | - Daniella Brito
- Division of Neurosurgery, Santa Marcelina Hospital, São Paulo, São Paulo, Brazil
| | - Emilio C Del Massa
- Division of Neurosurgery, Santa Marcelina Hospital, São Paulo, São Paulo, Brazil; Division of Anesthesiology, Santa Marcelina Hospital, São Paulo, São Paulo, Brazil
| | - Kid Mendes
- Technology Department, State University of Amazonas, Manaus, Amazonas, Brazil
| | - Gustavo Zagatto
- Division of Neurosurgery, São Paulo University, USP, São Paulo, São Paulo, Brazil; Telemedicine Department, São Paulo University, USP, São Paulo, São Paulo, Brazil
| | | | - Rian Peixoto
- Faculty of Medicine, Santa Marcelina Faculty, São Paulo, São Paulo, Brazil
| | | | - Zacharias Calil
- Surgery Department, Goiania Materno Infantil Hospital, Goiânia, Goiás, Brazil; Surgery Department, State University of Mato Grosso, Cáceres, Mato Grosso, Brazil
| | - Mauricio Yoshida
- Division of Neurosurgery, Santa Marcelina Hospital, São Paulo, São Paulo, Brazil; Division of Craniofacial Surgery, Sabará Children's Hospital, São Paulo, São Paulo, Brazil; Faculty of Medicine, Federal University of ABC, Santo André, São Paulo, São Paulo, Brazil; Division of Plastic Surgery, Santa Marcelina Hospital, São Paulo, São Paulo, Brazil
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Augmented Reality, Mixed Reality, and Hybrid Approach in Healthcare Simulation: A Systematic Review. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11052338] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Simulation-based medical training is considered an effective tool to acquire/refine technical skills, mitigating the ethical issues of Halsted’s model. This review aims at evaluating the literature on medical simulation techniques based on augmented reality (AR), mixed reality (MR), and hybrid approaches. The research identified 23 articles that meet the inclusion criteria: 43% combine two approaches (MR and hybrid), 22% combine all three, 26% employ only the hybrid approach, and 9% apply only the MR approach. Among the studies reviewed, 22% use commercial simulators, whereas 78% describe custom-made simulators. Each simulator is classified according to its target clinical application: training of surgical tasks (e.g., specific tasks for training in neurosurgery, abdominal surgery, orthopedic surgery, dental surgery, otorhinolaryngological surgery, or also generic tasks such as palpation) and education in medicine (e.g., anatomy learning). Additionally, the review assesses the complexity, reusability, and realism of the physical replicas, as well as the portability of the simulators. Finally, we describe whether and how the simulators have been validated. The review highlights that most of the studies do not have a significant sample size and that they include only a feasibility assessment and preliminary validation; thus, further research is needed to validate existing simulators and to verify whether improvements in performance on a simulated scenario translate into improved performance on real patients.
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Grall P, Ferri J, Nicot R. Surgical training 2.0: A systematic approach reviewing the literature focusing on oral maxillofacial surgery - Part I. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2021; 122:411-422. [PMID: 33524605 DOI: 10.1016/j.jormas.2021.01.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 12/04/2020] [Accepted: 01/11/2021] [Indexed: 11/18/2022]
Abstract
PURPOSE Many technologies are emerging in the medical field. Having an overview of the technological arsenal available to train new surgeons seems very interesting to guide subsequent surgical training protocols. METHODS This article is a systematic approach reviewing new technologies in surgical training, in particular in oral and maxillofacial surgery. This review explores what new technologies can do compared to traditional methods in the field of surgical education. A structured literature search of PubMed was performed in adherence to PRISMA guidelines. The articles were selected when they fell within predefined inclusion criteria while respecting the key objectives of this systematic review. We looked at medical students and more specifically in surgery and analysed whether exposure to new technologies improved their surgical skills compared to traditional methods. Each technology is reviewed by highlighting its advantages and disadvantages and studying the feasibility of integration into current practice. RESULTS The results are encouraging. Indeed, all of these technologies make it possible to reduce the learning time, the operating times, the operating complications and increase the enthusiasm of the students compared to more conventional methods. The start-up cost, the complexity to develop new models, and the openness of mind necessary for the integration of these technologies are all obstacles to immediate development. The main limitations of this review are that many of the studies have been carried out on small numbers, they are not interested in acquiring knowledge or skills over the long term and obviously there is a publication bias. CONCLUSION Surgical education methods will probably change in the years to come, integrating these new technologies into the curriculum seems essential so as not to remain on the side. This first part therefore reviews, open field camera, telemedicine and 3D printing. This systematic review is registered on PROSPERO.
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Affiliation(s)
- Patrick Grall
- University of Lille, CHU Lille, Department of Oral and Maxillofacial Surgery, F-59000 Lille, France.
| | - Joël Ferri
- University of Lille, CHU Lille, INSERM, Department of Oral and Maxillofacial Surgery, U1008 - Controlled Drug Delivery Systems and Biomaterials, F-59000 Lille, France.
| | - Romain Nicot
- University of Lille, CHU Lille, INSERM, Department of Oral and Maxillofacial Surgery, U1008 - Controlled Drug Delivery Systems and Biomaterials, F-59000 Lille, France.
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Lungu AJ, Swinkels W, Claesen L, Tu P, Egger J, Chen X. A review on the applications of virtual reality, augmented reality and mixed reality in surgical simulation: an extension to different kinds of surgery. Expert Rev Med Devices 2020; 18:47-62. [PMID: 33283563 DOI: 10.1080/17434440.2021.1860750] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Background: Research proves that the apprenticeship model, which is the gold standard for training surgical residents, is obsolete. For that reason, there is a continuing effort toward the development of high-fidelity surgical simulators to replace the apprenticeship model. Applying Virtual Reality Augmented Reality (AR) and Mixed Reality (MR) in surgical simulators increases the fidelity, level of immersion and overall experience of these simulators.Areas covered: The objective of this review is to provide a comprehensive overview of the application of VR, AR and MR for distinct surgical disciplines, including maxillofacial surgery and neurosurgery. The current developments in these areas, as well as potential future directions, are discussed.Expert opinion: The key components for incorporating VR into surgical simulators are visual and haptic rendering. These components ensure that the user is completely immersed in the virtual environment and can interact in the same way as in the physical world. The key components for the application of AR and MR into surgical simulators include the tracking system as well as the visual rendering. The advantages of these surgical simulators are the ability to perform user evaluations and increase the training frequency of surgical residents.
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Affiliation(s)
- Abel J Lungu
- Institute of Biomedical Manufacturing and Life Quality Engineering, State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Wout Swinkels
- Computational Sensing Systems, Department of Engineering Technology, Hasselt University, Diepenbeek, Belgium
| | - Luc Claesen
- Computational Sensing Systems, Department of Engineering Technology, Hasselt University, Diepenbeek, Belgium
| | - Puxun Tu
- Institute of Biomedical Manufacturing and Life Quality Engineering, State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Jan Egger
- Graz University of Technology, Institute of Computer Graphics and Vision, Graz, Austria.,Graz Department of Oral &maxillofacial Surgery, Medical University of Graz, Graz, Austria.,The Laboratory of Computer Algorithms for Medicine, Medical University of Graz, Graz, Austria
| | - 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, Shanghai, China
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In Reply to the Letter to the Editor Regarding "Development and Evaluation of a Pediatric Mixed Reality Model for Neuroendoscopic Surgical Training". World Neurosurg 2020; 140:446-447. [PMID: 32797969 DOI: 10.1016/j.wneu.2020.06.116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 06/13/2020] [Indexed: 11/21/2022]
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Nishi K, Fujibuchi T, Yoshinaga T. Development of an application to visualise the spread of scattered radiation in radiography using augmented reality. JOURNAL OF RADIOLOGICAL PROTECTION : OFFICIAL JOURNAL OF THE SOCIETY FOR RADIOLOGICAL PROTECTION 2020; 40:1299-1310. [PMID: 33053525 DOI: 10.1088/1361-6498/abc14b] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 10/14/2020] [Indexed: 06/11/2023]
Abstract
As radiation is widely used in medical institutions, the lack of radiation protection education for health workers increases the risk of radiation exposure. The purpose of this study is to develop an application for radiation medical personnel that visualises the distribution of scattered radiation by using augmented reality (AR). The irradiation conditions for mobile chest and pelvic radiography were simulated using Monte Carlo simulations (Particle and Heavy Ion Transport code System). Monte Carlo results were verified using physical measurements. The behaviour of scattered radiation was displayed three-dimensionally in virtual reality using ParaView. Subsequently, an application to visualise scattered rays was developed in Unity for tablet devices. An application with a sense of reality was developed by visualising the scattered radiation distribution of a mobile imaging in a real space in AR in a three-dimensional size, which is close to the actual size. The radiation dose could be estimated at any position and the behaviour of scattered radiation became easier to understand.
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Affiliation(s)
- Kazuki Nishi
- Department of Health Sciences, Graduate School of Medical Sciences, Kyushu University, 3-1-1, Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Toshioh Fujibuchi
- Department of Health Sciences, Faculty of Medical Sciences, Kyushu University, 3-1-1, Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Takashi Yoshinaga
- Institute of Systems, Information Technologies and Nanotechnologies (ISIT), Fukuoka, Japan
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