Literature DB >> 28432489

Design, development and clinical validation of computer-aided surgical simulation system for streamlined orthognathic surgical planning.

Peng Yuan1, Huaming Mai1, Jianfu Li1, Dennis Chun-Yu Ho1, Yingying Lai1, Siting Liu1, Daeseung Kim1, Zixiang Xiong2, David M Alfi1,3, John F Teichgraeber4, Jaime Gateno1,3,4,5, James J Xia6,7,8,9.   

Abstract

PURPOSE: There are many proven problems associated with traditional surgical planning methods for orthognathic surgery. To address these problems, we developed a computer-aided surgical simulation (CASS) system, the AnatomicAligner, to plan orthognathic surgery following our streamlined clinical protocol.
METHODS: The system includes six modules: image segmentation and three-dimensional (3D) reconstruction, registration and reorientation of models to neutral head posture, 3D cephalometric analysis, virtual osteotomy, surgical simulation, and surgical splint generation. The accuracy of the system was validated in a stepwise fashion: first to evaluate the accuracy of AnatomicAligner using 30 sets of patient data, then to evaluate the fitting of splints generated by AnatomicAligner using 10 sets of patient data. The industrial gold standard system, Mimics, was used as the reference. RESULT: When comparing the results of segmentation, virtual osteotomy and transformation achieved with AnatomicAligner to the ones achieved with Mimics, the absolute deviation between the two systems was clinically insignificant. The average surface deviation between the two models after 3D model reconstruction in AnatomicAligner and Mimics was 0.3 mm with a standard deviation (SD) of 0.03 mm. All the average surface deviations between the two models after virtual osteotomy and transformations were smaller than 0.01 mm with a SD of 0.01 mm. In addition, the fitting of splints generated by AnatomicAligner was at least as good as the ones generated by Mimics.
CONCLUSION: We successfully developed a CASS system, the AnatomicAligner, for planning orthognathic surgery following the streamlined planning protocol. The system has been proven accurate. AnatomicAligner will soon be available freely to the boarder clinical and research communities.

Entities:  

Keywords:  3D cephalometric analysis; Composite skull model; Computed tomography; Computer-aided surgical simulation; Neutral head posture; Orthognathic surgery; Streamlined surgical splint design; Virtual osteotomy; Virtual surgical planning

Mesh:

Year:  2017        PMID: 28432489      PMCID: PMC5664166          DOI: 10.1007/s11548-017-1585-6

Source DB:  PubMed          Journal:  Int J Comput Assist Radiol Surg        ISSN: 1861-6410            Impact factor:   2.924


  48 in total

1.  Three-dimensional virtual reality surgical planning and simulation workbench for orthognathic surgery.

Authors:  J Xia; N Samman; R W Yeung; S G Shen; D Wang; H H Ip; H Tideman
Journal:  Int J Adult Orthodon Orthognath Surg       Date:  2000

2.  Three-dimensional virtual-reality surgical planning and soft-tissue prediction for orthognathic surgery.

Authors:  J Xia; H H Ip; N Samman; H T Wong; J Gateno; D Wang; R W Yeung; C S Kot; H Tideman
Journal:  IEEE Trans Inf Technol Biomed       Date:  2001-06

3.  The precision of computer-generated surgical splints.

Authors:  Jaime Gateno; James Xia; John F Teichgraeber; Andrew Rosen; Bruce Hultgren; Tim Vadnais
Journal:  J Oral Maxillofac Surg       Date:  2003-07       Impact factor: 1.895

4.  Three-dimensional computer-aided surgical simulation for maxillofacial surgery.

Authors:  James J Xia; Jaime Gateno; John F Teichgraeber
Journal:  Atlas Oral Maxillofac Surg Clin North Am       Date:  2005-03

5.  Automated digital dental articulation.

Authors:  James J Xia; Yu-Bing Chang; Jaime Gateno; Zixiang Xiong; Xiaobo Zho
Journal:  Med Image Comput Comput Assist Interv       Date:  2010

6.  Mathematical modeling and numerical simulation in maxillofacial virtual surgery.

Authors:  Claudio Marchetti; Alberto Bianchi; Massimo Bassi; Roberto Gori; Claudio Lamberti; Alessandro Sarti
Journal:  J Craniofac Surg       Date:  2007-07       Impact factor: 1.046

7.  The accuracy of matching three-dimensional photographs with skin surfaces derived from cone-beam computed tomography.

Authors:  T J J Maal; J M Plooij; F A Rangel; W Mollemans; F A C Schutyser; S J Bergé
Journal:  Int J Oral Maxillofac Surg       Date:  2008-06-09       Impact factor: 2.789

8.  Simple technique to achieve a natural position of the head for cone beam computed tomography.

Authors:  Janalt Damstra; Zacharias Fourie; Yijin Ren
Journal:  Br J Oral Maxillofac Surg       Date:  2009-11-01       Impact factor: 1.651

9.  Virtual occlusion in planning orthognathic surgical procedures.

Authors:  N Nadjmi; W Mollemans; A Daelemans; G Van Hemelen; F Schutyser; S Bergé
Journal:  Int J Oral Maxillofac Surg       Date:  2010-03-11       Impact factor: 2.789

10.  Virtual surgical planning for orthognathic surgery using digital data transfer and an intraoral fiducial marker: the charlotte method.

Authors:  Sam Bobek; Brian Farrell; Chris Choi; Bart Farrell; Katie Weimer; Myron Tucker
Journal:  J Oral Maxillofac Surg       Date:  2014-12-13       Impact factor: 1.895

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  17 in total

1.  Mixed reality and three dimensional printed models for resection of maxillary tumor: a case report.

Authors:  Keisuke Sugahara; Masahide Koyachi; Yu Koyama; Maki Sugimoto; Satoru Matsunaga; Kento Odaka; Shinichi Abe; Akira Katakura
Journal:  Quant Imaging Med Surg       Date:  2021-05

2.  Clinical Evaluation of Digital Dental Articulation for One-Piece Maxillary Surgery.

Authors:  Sonny Wong; Han Deng; Jaime Gateno; Peng Yuan; Fred A Garrett; Randy K Ellis; Jeryl D English; Helder B Jacob; Daeseung Kim; James J Xia
Journal:  J Oral Maxillofac Surg       Date:  2020-01-07       Impact factor: 1.895

3.  The use of 3D printing in cardiac surgery.

Authors:  Chin Siang Ong; Narutoshi Hibino
Journal:  J Thorac Dis       Date:  2017-08       Impact factor: 2.895

4.  SkullEngine: A Multi-Stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection.

Authors:  Qin Liu; Han Deng; Chunfeng Lian; Xiaoyang Chen; Deqiang Xiao; Lei Ma; Xu Chen; Tianshu Kuang; Jaime Gateno; Pew-Thian Yap; James J Xia
Journal:  Mach Learn Med Imaging       Date:  2021-09-21

5.  Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning.

Authors:  Lei Ma; Daeseung Kim; Chunfeng Lian; Deqiang Xiao; Tianshu Kuang; Qin Liu; Yankun Lang; Hannah H Deng; Jaime Gateno; Ye Wu; Erkun Yang; Michael A K Liebschner; James J Xia; Pew-Thian Yap
Journal:  Med Image Comput Comput Assist Interv       Date:  2021-09-21

6.  Automatic Localization of Landmarks in Craniomaxillofacial CBCT Images Using a Local Attention-Based Graph Convolution Network.

Authors:  Yankun Lang; Chunfeng Lian; Deqiang Xiao; Hannah Deng; Peng Yuan; Jaime Gateno; Steve G F Shen; David M Alfi; Pew-Thian Yap; James J Xia; Dinggang Shen
Journal:  Med Image Comput Comput Assist Interv       Date:  2020-09-29

7.  A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning.

Authors:  Deqiang Xiao; Hannah Deng; Tianshu Kuang; Lei Ma; Qin Liu; Xu Chen; Chunfeng Lian; Yankun Lang; Daeseung Kim; Jaime Gateno; Steve Guofang Shen; Dinggang Shen; Pew-Thian Yap; James J Xia
Journal:  Med Image Comput Comput Assist Interv       Date:  2021-09-21

8.  Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects.

Authors:  Deqiang Xiao; Chunfeng Lian; Li Wang; Hannah Deng; Hung-Ying Lin; Kim-Han Thung; Jihua Zhu; Peng Yuan; Leonel Perez; Jaime Gateno; Steve Guofang Shen; Pew-Thian Yap; James J Xia; Dinggang Shen
Journal:  IEEE Trans Biomed Eng       Date:  2021-01-20       Impact factor: 4.538

9.  Midsagittal Plane First: Building a Strong Facial Reference Frame for Computer-Aided Surgical Simulation.

Authors:  Maggie K Grissom; Jaime Gateno; Jeryl D English; Helder B Jacob; Tianshu Kuang; Carla E Gonzalez; Peng Yuan; Hannah H Deng; Caleb J Frick; Daeseung Kim; Abdullahi Hassan; James J Xia
Journal:  J Oral Maxillofac Surg       Date:  2021-11-29       Impact factor: 1.895

10.  Fast and Accurate Craniomaxillofacial Landmark Detection via 3D Faster R-CNN.

Authors:  Xiaoyang Chen; Chunfeng Lian; Hannah H Deng; Tianshu Kuang; Hung-Ying Lin; Deqiang Xiao; Jaime Gateno; Dinggang Shen; James J Xia; Pew-Thian Yap
Journal:  IEEE Trans Med Imaging       Date:  2021-11-30       Impact factor: 10.048

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