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Xu J, Wei Y, Jiang S, Zhou H, Li Y, Chen X. Intelligent surgical planning for automatic reconstruction of orbital blowout fracture using a prior adversarial generative network. Med Image Anal 2025; 99:103332. [PMID: 39321669 DOI: 10.1016/j.media.2024.103332] [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: 01/25/2024] [Revised: 08/27/2024] [Accepted: 08/29/2024] [Indexed: 09/27/2024]
Abstract
Orbital blowout fracture (OBF) is a disease that can result in herniation of orbital soft tissue, enophthalmos, and even severe visual dysfunction. Given the complex and diverse types of orbital wall fractures, reconstructing the orbital wall presents a significant challenge in OBF repair surgery. Accurate surgical planning is crucial in addressing this issue. However, there is currently a lack of efficient and precise surgical planning methods. Therefore, we propose an intelligent surgical planning method for automatic OBF reconstruction based on a prior adversarial generative network (GAN). Firstly, an automatic generation method of symmetric prior anatomical knowledge (SPAK) based on spatial transformation is proposed to guide the reconstruction of fractured orbital wall. Secondly, a reconstruction network based on SPAK-guided GAN is proposed to achieve accurate and automatic reconstruction of fractured orbital wall. Building upon this, a new surgical planning workflow based on the proposed reconstruction network and 3D Slicer software is developed to simplify the operational steps. Finally, the proposed surgical planning method is successfully applied in OBF repair surgery, verifying its reliability. Experimental results demonstrate that the proposed reconstruction network achieves relatively accurate automatic reconstruction of the orbital wall, with an average DSC of 92.35 ± 2.13% and a 95% Hausdorff distance of 0.59 ± 0.23 mm, markedly outperforming the compared state-of-the-art networks. Additionally, the proposed surgical planning workflow reduces the traditional planning time from an average of 25 min and 17.8 s to just 1 min and 35.1 s, greatly enhancing planning efficiency. In the future, the proposed surgical planning method will have good application prospects in OBF repair surgery.
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Affiliation(s)
- Jiangchang Xu
- Institute of Biomedical Manufacturing and Life Quality Engineering, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200241, China; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China
| | - Yining Wei
- Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai 200011, China
| | - Shuanglin Jiang
- Institute of Biomedical Manufacturing and Life Quality Engineering, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200241, China
| | - Huifang Zhou
- Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai 200011, China
| | - Yinwei Li
- Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai 200011, China.
| | - Xiaojun Chen
- Institute of Biomedical Manufacturing and Life Quality Engineering, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200241, China; Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai 200241, China.
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Saini PS, Kumar R, Saini M, Gupta T, Gaba S, Sharma RK. Three-dimensional computer navigation in the reconstruction of complex unilateral orbital fractures: evaluation and review of applications. Arch Craniofac Surg 2024; 25:161-170. [PMID: 39223767 PMCID: PMC11374521 DOI: 10.7181/acfs.2024.00143] [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: 03/19/2024] [Accepted: 07/17/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND The eyes are the central aesthetic unit of the face. Maxillofacial trauma can alter facial proportions and affect visual function with varying degrees of severity. Conventional approaches to reconstruction have numerous limitations, making the process challenging. The primary objective of this study was to evaluate the application of three-dimensional (3D) navigation in complex unilateral orbital reconstruction. METHODS A prospective cohort study was conducted over 19 months (January 2020 to July 2021), with consecutive enrollment of 12 patients who met the inclusion criteria. Each patient was followed for a minimum period of 6 months. The principal investigator carried out a comparative analysis of several factors, including fracture morphology, orbital volume, globe projection, diplopia, facial morphic changes, lid retraction, and infraorbital nerve hypoesthesia. RESULTS Nine patients had impure orbital fractures, while the remainder had pure fractures. The median orbital volume on the normal side (30.12 cm3; interquartile range [IQR], 28.45-30.64) was comparable to that of the reconstructed orbit (29.67 cm3; IQR, 27.92-31.52). Diplopia improved significantly (T(10) = 2.667, p = 0.02), although there was no statistically significant improvement in globe projection. Gross symmetry of facial landmarks was achieved, with comparable facial width-to-height ratio and palpebral fissure lengths. Two patients reported infraorbital hypoesthesia at presentation, which persisted at the 6-month follow-up. Additionally, five patients developed lower lid retraction (1-2 mm), and one experienced implant impingement at the infraorbital border. CONCLUSION Our study provides level II evidence supporting the use of 3D navigation to improve surgical outcomes in complex orbital reconstruction.
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Affiliation(s)
- Parampreet Singh Saini
- Department of Plastic Surgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Rajesh Kumar
- Department of Plastic Surgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manu Saini
- Department of Ophthalmology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Tarush Gupta
- Department of Plastic Surgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Sunil Gaba
- Department of Plastic Surgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ramesh Kumar Sharma
- Department of Plastic Surgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Verbist M, Dubron K, Bila M, Jacobs R, Shaheen E, Willaert R. Accuracy of surgical navigation for patient-specific reconstructions of orbital fractures: A systematic review and meta-analysis. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2024; 125:101683. [PMID: 37951500 DOI: 10.1016/j.jormas.2023.101683] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 10/25/2023] [Accepted: 11/09/2023] [Indexed: 11/14/2023]
Abstract
OBJECTIVE This systematic review and meta-analysis aimed to review the recent literature on the technical accuracy of surgical navigation for patient-specific reconstruction of orbital fractures using a patient-specific implant, and to compare surgical navigation with conventional techniques. MATERIALS AND METHODS A systematic literature search was conducted in PubMed (Medline), Embase, Web of Science, and Cochrane (Core Collection) databases on May 16, 2023. Literature comparing surgical navigation with a conventional method using postoperative three-dimensional computed tomography imaging was collected. Only articles that studied at least one of the following outcomes were included: technical accuracy (angular accuracy, linear accuracy, volumetric accuracy, and degree of enophthalmos), preoperative and perioperative times, need for revision, complications, and total cost of the intervention. MINORS criteria were used to evaluate the quality of the articles. RESULTS After screening 3733 articles, 696 patients from 27 studies were included. A meta-analysis was conducted to evaluate volumetric accuracy and revision rates. Meta-analysis proved a significant better volumetric accuracy (0.93 cm3 ± 0.47 cm3) when surgical navigation was used compared with conventional surgery (2.17 cm3 ± 1.35 cm3). No meta-analysis of linear accuracy, angular accuracy, or enophthalmos was possible due to methodological heterogeneity. Surgical navigation had a revision rate of 4.9%, which was significantly lower than that of the conventional surgery (17%). Costs were increased when surgical navigation was used. CONCLUSION Studies with higher MINORS scores demonstrated enhanced volumetric precision compared with traditional approaches. Surgical navigation has proven effective in reducing revision rates compared to conventional approaches, despite increased costs.
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Affiliation(s)
- Maarten Verbist
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium; OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Belgium.
| | - Kathia Dubron
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium; OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Belgium
| | - Michel Bila
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium; OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Belgium
| | - Reinhilde Jacobs
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium; OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Belgium; Department of Dental Medicine, Karolinska Institutet, Stockholm, Sweden.
| | - Eman Shaheen
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium; OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Belgium
| | - Robin Willaert
- Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium; OMFS IMPATH Research Group, Department of Imaging & Pathology, University Hospitals Leuven, Belgium
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Khalaf A, Shawky M, Abou-ElFetouh A, Nassar Y, El Hadidy M. Clinical and radiographic assessment of patient-specific transantral reconstruction of orbital floor fractures: A case series. J Craniomaxillofac Surg 2024; 52:464-468. [PMID: 38368205 DOI: 10.1016/j.jcms.2024.01.022] [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: 09/22/2023] [Revised: 11/10/2023] [Accepted: 01/16/2024] [Indexed: 02/19/2024] Open
Abstract
To clinically and radiographically evaluate patient-specific titanium meshes via a trans-antral approach for correction of enophthalmos and orbital volume in patients with recent unilateral orbital floor fracture. Seven patients with unilateral orbital floor fractures received patient-specific titanium meshes that were designed based on a mirror-image of the contralateral intact orbit. The patient-specific implants (PSIs) were inserted via a trans-antral approach without endoscopic assistance. The patients were evaluated clinically for signs of diplopia and restricted gaze as well as radiographically for enophthalmos and orbital volume correction. Diplopia was totally resolved in two of the three patients who reported diplopia in the upward gaze. Whereas enophthalmos significantly improved in all but two patients, with a mean value of 0.2229 mm postoperatively compared to 0.9914 mm preoperatively. CT scans showed excellent adaptation of the PSIs to the orbital floor with a mean reduction of the orbital volume from 29.59 cc to 27.21 cc, a mean of 0.6% smaller than the intact orbit. It can be concluded that the proposed PSI can offer good reconstruction of the orbital floor through an isolated intraoral transantral approach with minimal complications. It could of special benefit in extensive orbital floor fractures.
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Affiliation(s)
- Aliaa Khalaf
- Oral and Maxillofacial Surgery Department, Faculty of Dentistry, Cairo University, Egypt
| | - Mohamed Shawky
- Oral and Maxillofacial Surgery Department, Faculty of Dentistry, Cairo University, Egypt
| | - Adel Abou-ElFetouh
- Oral and Maxillofacial Surgery Department, Faculty of Dentistry, Cairo University, Egypt.
| | - Yasmine Nassar
- Oral and Maxillofacial Surgery Department, Faculty of Dentistry, Cairo University, Egypt
| | - Mona El Hadidy
- Oral and Maxillofacial Surgery Department, Faculty of Dentistry, Cairo University, Egypt
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Consorti G, Betti E, Catarzi L. Customized orbital implant versus 3D preformed titanium mesh for orbital fracture repair: A retrospective comparative analysis of orbital reconstruction accuracy. J Craniomaxillofac Surg 2024; 52:532-537. [PMID: 38368208 DOI: 10.1016/j.jcms.2024.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 10/29/2023] [Accepted: 02/02/2024] [Indexed: 02/19/2024] Open
Abstract
This study aimed to compare the accuracy of inferomedial orbital fracture restoration using customized orbital implant versus 3D preformed titanium mesh. Patients were divided into two groups. Group 1 underwent surgery with customized orbital implants and intraoperative navigation, while group 2 was treated using 3D preformed titanium meshes with preoperative virtual surgical planning (VSP) and intraoperative navigation. Reconstruction accuracy was assessed by: (1) comparing the postoperative reconstruction mesh position with the preoperative VSP; and (2) measuring the difference between the reconstructed and unaffected orbital volume. Pre- and postoperative diplopia and enophthalmos were also evaluated. Fifty-two patients were enrolled (25 in group 1 vs 27 in group 2). The mean difference between final plate position and ideal digital plan was 0.62 mm (SD = 0.235) in group 1 and 0.69 mm (SD = 0.246) in group 2, with no statistical difference between the groups (p = 0.282). The mean volume differences between the reconstructed and unaffected orbits were 0.95 ml and 1.02 ml in group 1 and group 2, respectively, with no significant difference between the groups (p = 0.860). Overall clinical improvements, as well as complications, were similar. 3D preformed titanium meshes can reconstruct inferomedial fractures with the same accuracy as customized implants. Therefore, in clinical practice, it is recommended to use 3D preformed meshes for this type of fracture due to their excellent results and the potential for reducing time and costs.
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Affiliation(s)
- Giuseppe Consorti
- Department of Maxillofacial Surgery, Azienda Ospedaliera Universitaria, Ospedali Riuniti di Ancona, Umberto, Italy.
| | - Enrico Betti
- Department of Maxillofacial Surgery, Azienda Ospedaliera Universitaria, Ospedali Riuniti di Ancona, Umberto, Italy
| | - Lisa Catarzi
- Department of Maxillofacial Surgery, Azienda Ospedaliera Universitaria, Ospedali Riuniti di Ancona, Umberto, Italy; Department of Maxillofacial Surgery, University of Siena, Siena, Italy
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Bonente D, Barone V, Muzii VF, Ottolenghi S, Durante M, Bracco S, Nicoletti C, Bertelli E. Clinical anatomy of the spina musculi recti lateralis: A frequently overlooked variation of the greater wing of the sphenoid. Ann Anat 2024; 251:152168. [PMID: 37839616 DOI: 10.1016/j.aanat.2023.152168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/20/2023] [Accepted: 10/09/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND The spina musculi recti lateralis (SMRL) is often visible along the lateral rim of the superior orbital fissure (SOF). Aim of this study is to characterize SMRL morphology and topography relative to known bony landmarks. METHODS Orbits from 291 adult dry skulls and from 60 CT scans were analyzed to measure the distance between the SMRL and the SOF or the inferior orbital fissures (IOF) as well as its height, width and orientation. Processes other than SMRLs were also recorded. Fetal skulls were observed for comparison with adult samples. RESULTS Forty-one per cent of orbits on dry skulls and 43.3% by CT showed an SMRL. Additional 32.9% of orbits on dry skulls had processes with a different shape. On average, SMRL were orientated almost along the transverse plane and showed implant bases as wide as 141.9° or as narrow as 36.8°. SMRLs were close to the infero-posterior angle of the orbital plate of the sphenoid, 1.21 ± 0.84 mm in front of the SOF, 5.8 ± 1.9 mm above the IOF and 12 ± 2.3 mm from the anterior end of the SOF. They were 1.58 ± 0.64 mm high and did not show any age or sex-related prevalence. By CT, the SMRL appeared as the insertion site for the lateral rectus, tendinous ring and, sometimes, inferior rectus. CONCLUSIONS The SMRL is a process of the sphenoidal orbital plate rather than of the SOF. It is also a reliable landmark for the insertion of the tendinous ring and lateral rectus. Orbital surgeons should be aware of this common variant of the orbital apex.
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Affiliation(s)
- Denise Bonente
- Dept. of Molecular and Developmental Medicine, University of Siena, Siena, Italy; Dept of Life Sciences, University of Siena, Siena, Italy
| | - Virginia Barone
- Dept. of Molecular and Developmental Medicine, University of Siena, Siena, Italy
| | | | - Sara Ottolenghi
- Radiology Department, Santa Corona Hospital, Pietra Ligure, Italy
| | - Miriam Durante
- Dept. of Molecular and Developmental Medicine, University of Siena, Siena, Italy
| | - Sandra Bracco
- Neuroradiologia Interventistica, Ospedale S. Maria delle Scotte-University Hospital, Siena, Italy
| | - Claudio Nicoletti
- Dept. of Molecular and Developmental Medicine, University of Siena, Siena, Italy
| | - Eugenio Bertelli
- Dept. of Molecular and Developmental Medicine, University of Siena, Siena, Italy.
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