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Wu KL, Lu TC, Lin TC, Chan CS, Wu CT. Application of Virtual Planning and 3-Dimensional Printing Guide in Surgical Management of Craniosynostosis. World Neurosurg 2025; 194:123475. [PMID: 39579927 DOI: 10.1016/j.wneu.2024.11.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 11/08/2024] [Indexed: 11/25/2024]
Abstract
OBJECTIVE This study aims to elaborate on the application of virtual surgical planning (VSP) and 3-dimensional printing (3DP) guides in the surgical management of craniosynostosis and compare their surgical outcomes with traditional surgical planning. METHODS A retrospective review of patients who underwent cranial vault and cranio-orbital remodeling procedures for craniosynostosis was performed. VSP was accomplished by establishing a 3D model from Digital Imaging and Communications in Medicine format computed tomography data. Patients' skull shapes were adjusted according to the age-matched standard skull; cutting and reconstruction guides were printed using a 3D printer. The change of anthropometric cranial indices, the so-called degree of correction, before and after the operation was evaluated to assess the surgical outcome. The traditional surgical planning group serves as the historical control group, and surgical outcomes were compared among propensity-matched patients in the VSP + 3DP group. RESULTS In total, 120 patients with various presentations of craniosynostosis were operated on from 2005 to 2024, and 77 received surgery with VSP + 3DP. There were 35 matched pairs. Both had 17 male patients with similar age and body weight. A greater degree of correction was achieved in the VSP + 3DP group (9.75% vs. 6.36%, P value = 0.016) with less intraoperative blood loss (144.57 mL vs. 296.86 mL, P value < 0.001), shorter operation time (335.23 minutes vs. 348.34 minutes, P value = 0.501), and hospital stay (10.31 days vs. 12.63 days, P value = 0.009). CONCLUSIONS With VSP and 3DP guides, precise preoperative planning, efficient intra-operative correction of cranial deformity, and objective surgical outcome assessment are achieved in craniosynostosis operations.
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Affiliation(s)
- Kuan-Lin Wu
- Department of Neurosurgery, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan
| | - Ting-Chen Lu
- Craniofacial Center, Department of Plastic and Reconstructive Surgery and Craniofacial Research Center, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan
| | - Tzu-Chin Lin
- Department of Neurosurgery, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan
| | - Chun-Shang Chan
- Medical Augmented Reality Research Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chieh-Tsai Wu
- Department of Neurosurgery, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan.
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Wu CT, Yang YH, Chang YZ. Creating high-resolution 3D cranial implant geometry using deep learning techniques. Front Bioeng Biotechnol 2023; 11:1297933. [PMID: 38149174 PMCID: PMC10750412 DOI: 10.3389/fbioe.2023.1297933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 11/22/2023] [Indexed: 12/28/2023] Open
Abstract
Creating a personalized implant for cranioplasty can be costly and aesthetically challenging, particularly for comminuted fractures that affect a wide area. Despite significant advances in deep learning techniques for 2D image completion, generating a 3D shape inpainting remains challenging due to the higher dimensionality and computational demands for 3D skull models. Here, we present a practical deep-learning approach to generate implant geometry from defective 3D skull models created from CT scans. Our proposed 3D reconstruction system comprises two neural networks that produce high-quality implant models suitable for clinical use while reducing training time. The first network repairs low-resolution defective models, while the second network enhances the volumetric resolution of the repaired model. We have tested our method in simulations and real-life surgical practices, producing implants that fit naturally and precisely match defect boundaries, particularly for skull defects above the Frankfort horizontal plane.
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Affiliation(s)
- Chieh-Tsai Wu
- Department of Neurosurgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | | | - Yau-Zen Chang
- Department of Neurosurgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Department of Mechanical Engineering, Chang Gung University, Taoyuan, Taiwan
- Department of Mechanical Engineering, Ming Chi University of Technology, New Taipei City, Taiwan
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Wu CT, Lu TC, Chan CS, Lin TC. Patient-Specific Three-Dimensional Printing Guide for Single-Stage Skull Bone Tumor Surgery: Novel Software Workflow with Manufacturing of Prefabricated Jigs for Bone Resection and Reconstruction. World Neurosurg 2020; 147:e416-e427. [PMID: 33359737 DOI: 10.1016/j.wneu.2020.12.072] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 12/13/2020] [Accepted: 12/14/2020] [Indexed: 10/22/2022]
Abstract
OBJECTIVE To describe a novel system workflow to design and manufacture patient-specific three-dimensional (3D) printing jigs for single-stage skull bone tumor excision and reconstruction and to present surgical outcomes of 14 patients. METHODS A specific computer-aided design/computer-aided manufacturing software and hardware system was set up, including a virtual surgical planning subsystem and a 3D printing-associated manufacturing subsystem. Computed tomography data of the patient's skull were used for 3D rendering of the skull and tumor. The output of patient-specific designing included a 3D printing guide for tumor resection and a 3D printing model of the bone defect after tumor excision. A polymethyl methacrylate implant was fabricated preoperatively and used for repair. RESULTS The specific 3D printing guide was used to design intraoperative jigs and implants for 14 patients (age range, 1-72 years) with skull bone tumors. In all cases, the cutting jig allowed precise excision of tumor and bone, and implants were exact fits for the defects created. All operative results were successful, without intraoperative or postoperative complications. Postoperative computed tomography scans were obtained for analysis. Postoperative 3D measurement of the skull symmetry index (cranial vault asymmetry index) showed significant improvement of head contour after surgery. CONCLUSIONS The computer-aided design/computer-aided manufacturing system described allows definitive preoperative planning and fabrication for treatment of skull bone tumors. Apparent benefits of the method include more accurate determination of surgical margins and better oncological outcomes.
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Affiliation(s)
- Chieh-Tsai Wu
- Department of Neurosurgery, Linkou Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan.
| | - Ting-Chen Lu
- Department of Plastic and Reconstructive Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chun-Sheng Chan
- Medical Augmented Reality Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Tzu-Chin Lin
- Department of Neurosurgery, Linkou Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan
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Liu P, Hu Z, Huang S, Wang P, Dong Y, Cheng P, Xu H, Tang B, Zhu J. Application of 3D Printed Models of Complex Hypertrophic Scars for Preoperative Evaluation and Surgical Planning. Front Bioeng Biotechnol 2020; 8:115. [PMID: 32195230 PMCID: PMC7062670 DOI: 10.3389/fbioe.2020.00115] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 02/05/2020] [Indexed: 11/28/2022] Open
Abstract
Background Complex hypertrophic scar is a condition that causes multiple joint contractures and deformities after trauma or burn injuries. Three-dimensional (3D) printing technology provides a new evaluation method for this condition. The objective of this study was to print individualized 3D models of complex hypertrophic scars and to assess the accuracy of these models. Methods Twelve patients with complex hypertrophic scars were included in this study. Before surgery, each patient underwent a computed tomography (CT) scan to obtain cross-sectional information for 3D printing. Mimics software was used to process the CT data and create 3D printed models. The length, width, height, and volume measurements of the physical scars and 3D printed models were compared. Experienced surgeons used the 3D models to plan the operation and simulate the surgical procedure. The hypertrophic scar was completely removed for each patient and covered with skin autografts. The surgical time, bleeding, complications, and skin autograft take rate were recorded. All patients were followed up at 12 months. The surgeons, young doctors, medical students, and patients involved in the study completed questionnaires to assess the use of the 3D printed models. Results The 3D models of the hypertrophic scars were printed successfully. The length, width, height, and volume measurements were significantly smaller for the 3D printed models than for the physical hypertrophic scars. Based on preoperative simulations with the 3D printed models, the surgeries were performed successfully and each hypertrophic scar was completely removed. The surgery time was shortened and the bleeding was decreased. On postoperative day 7, there were two cases of subcutaneous hemorrhage, one case of infection and one case of necrosis. On postoperative day 12, the average take rate of the skin autografts was 97.75%. At the 12-month follow-up, all patients were satisfied with the appearance and function. Conclusion Accurate 3D printed models can help surgeons plan and perform successful operations, help young doctors and medical students learn surgical methods, and enhance patient comprehension and confidence in their surgeons.
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Affiliation(s)
- Peng Liu
- Department of Burn Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.,Department of Burn and Plastic Surgery, Guangzhou Red Cross Hospital, Medical College, Jinan University, Guangzhou, China
| | - Zhicheng Hu
- Department of Burn Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Shaobin Huang
- Department of Burn Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Peng Wang
- Department of Burn Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yunxian Dong
- Department of Burn Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Pu Cheng
- Department of Burn Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Hailin Xu
- Department of Burn Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Bing Tang
- Department of Burn Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jiayuan Zhu
- Department of Burn Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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Yang B, Qi Z, Wei M, Mu X, Teng L, Zhang Z, Jin X, Tao K, Shen W, Wu G, Han Z, Shu M, Chen X, Bao N. [The development and recent status of the craniomaxillofacial surgery in China during past three decades]. ZHONGGUO XIU FU CHONG JIAN WAI KE ZA ZHI = ZHONGGUO XIUFU CHONGJIAN WAIKE ZAZHI = CHINESE JOURNAL OF REPARATIVE AND RECONSTRUCTIVE SURGERY 2018; 32:803-808. [PMID: 30129299 PMCID: PMC8435978 DOI: 10.7507/1002-1892.201807021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Revised: 07/08/2018] [Indexed: 11/03/2022]
Abstract
The authors made a profound review on the development and the recent status of craniomaxillofacial surgery in China during past three decades. The emphases were placed on the following aspects: the modifications of the reconstructive procedure and minimal invasive mode, the researches on molecular genetic characteristics of the congenital craniofacial malformations, the clinical applications of three-dimensional digital computer-aided techniques (including three-dimensional printing and prefabricated template for precious osteotomies), the craniomaxillofacial defects reconstructing by using the distraction osteogenesis and osseous integrated titanium implant and prothesis, etc. Finally, the authors outlooked prospectively the future trends of the craniomaxillofacial surgery.
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Affiliation(s)
- Bin Yang
- Department of Craniomaxillofacial Plastic Surgery, Plastic Surgery Hospital, Chinese Academy of Medical Sciences, Beijing, 100144,
| | - Zuoliang Qi
- Department of Craniomaxillofacial Plastic Surgery, Plastic Surgery Hospital, Chinese Academy of Medical Sciences, Beijing, 100144, P.R.China
| | - Min Wei
- Department of Plastic and Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, 200011, P.R.China
| | - Xiongzheng Mu
- Department of Plastic and Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, 200011, P.R.China
| | - Li Teng
- Department of Craniomaxillofacial Plastic Surgery, Plastic Surgery Hospital, Chinese Academy of Medical Sciences, Beijing, 100144, P.R.China
| | - Zhiyong Zhang
- Department of Craniomaxillofacial Plastic Surgery, Plastic Surgery Hospital, Chinese Academy of Medical Sciences, Beijing, 100144, P.R.China
| | - Xiaolei Jin
- Department of Craniomaxillofacial Plastic Surgery, Plastic Surgery Hospital, Chinese Academy of Medical Sciences, Beijing, 100144, P.R.China
| | - Kai Tao
- Department of Plastic Surgery, the General Hospital of Shenyang Military of Chinese PLA, Shenyang Liaoning, 110015, P.R.China
| | - Weiming Shen
- Department of Plastic Surgery, the Affiliated Children's Hospital of Nanjing Medical University, Nanjing Jiangsu, 210008, P.R.China
| | - Guoping Wu
- Friendship Hospital of Plastic Surgery, Nanjing Medical University, Nanjing Jiangsu, 210029, P.R.China
| | - Zhengxue Han
- Department of Maxillofacial Surgery, Stomatological Hospital of Capital Medical University, Beijing, 100050, P.R.China
| | - Maoguo Shu
- Department of Plastic and Maxillofacial Surgery, the First Affiliated Hospital of Xi'an Jiao Tong University, Xi'an Shaanxi, 710061, P.R.China
| | - Xiaoping Chen
- Friendship Hospital of Plastic Surgery, Nanjing Medical University, Nanjing Jiangsu, 210029, P.R.China
| | - Nan Bao
- Department of Neurosurgery, Shanghai Children's Medical Center, Shanghai, 200127, P.R.China
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Yang B, Ni J, Li B. 3D morphological change of skull base and fronto-temporal soft-tissue in the patients with unicoronal craniosynostosis after fronto-orbital advancement. Childs Nerv Syst 2018; 34:947-955. [PMID: 29335798 DOI: 10.1007/s00381-018-3721-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 01/03/2018] [Indexed: 10/18/2022]
Abstract
PURPOSE This study aims to comprehensively evaluate the deformation of the skull base and fronto-temporal soft tissue in the patients with anterior plagiocephaly over 1 year of age by three-dimensional (3D) imaging after fronto-orbital advancement (FOA). METHODS We quantitatively analyzed the surgical results and outcome of FOA performed in 10 patients with anterior plagiocephaly. The measurements of the skull base and fronto-temporal soft tissue were performed based on 3D computed tomography (CT) scan. We assessed symmetry of the skull base and fronto-temporal soft tissue change. RESULTS The mean age of patients at FOA was 38.9 months. A significant asymmetry of the skull base was found in all the patients. The growth of the anterior and middle fossae was restricted and the deformation of the fronto-temporal region was marked by soft tissue measurements in different grades. On the follow-up CT images 23.6 months after surgery, there was prominent change (p < 0.05) between the two hemibases (CSO^ ratio) and between the lengths and angles of the anterior and middle cranial hemi-fossae (CX, CSX^, XSM^, XM ratio), especially in grade IIA. Anterior cranial vault asymmetry index obviously decreased to - 1.2 from 12% after surgery (p < 0.05). What's more, ACA^ was also proved to be less after surgical correction (19.91° versus 8.29°, p < 0.01) in grade IIA. The change of fronto-temporal soft tissue was significant such as the frontal angle, the angle of the frontal plane, the fontal-temporal angle, and the angle of the temporal plane in different grades. CONCLUSIONS The asymmetry of the skull base and the deformation of the fronto-temporal region can be presented by intracranial view at over 1 year of age in different grades. FOA can correct the skeletal malformation of the fronto-temporal region as well as soft tissue and the asymmetry of the skull base was improved after surgical treatment.
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Affiliation(s)
- Bin Yang
- Centre of Maxillofacial Surgery and Digital Plastic Surgery, Plastic Surgery Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, 100041, People's Republic of China.
| | - Jian Ni
- Centre of Maxillofacial Surgery and Digital Plastic Surgery, Plastic Surgery Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, 100041, People's Republic of China
| | - Binghang Li
- Centre of Maxillofacial Surgery and Digital Plastic Surgery, Plastic Surgery Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, 100041, People's Republic of China
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