Automatic craniomaxillofacial landmarks detection in CT images of individuals with dentomaxillofacial deformities by a two-stage deep learning model

被引:0
作者
Leran Tao
Meng Li
Xu Zhang
Mengjia Cheng
Yang Yang
Yijiao Fu
Rongbin Zhang
Dahong Qian
Hongbo Yu
机构
[1] Shanghai Jiao Tong University School of Medicine,Department of Oral and Cranio
[2] National Center for Stomatology & National Clinical Research Center for Oral Diseases,maxillofacial Surgery, Shanghai Ninth People’s Hospital, College of Stomatology
[3] Shanghai Key Laboratory of Stomatology & Shanghai Research Institute of Stomatology,Mechanical college
[4] Shanghai Dianji University,College of Stomatology
[5] Shanghai Jiao Tong University School of Medicine,School of Biomedical Engineering
[6] Shanghai Lanhui Medical Technology Co.,undefined
[7] Ltd,undefined
[8] Shanghai Jiao Tong University,undefined
来源
BMC Oral Health | / 23卷
关键词
Dentomaxillofacial deformity; Cephalometric analysis; Deep learning; Landmarks detection; Computer-assisted surgery design.;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 87 条
[1]  
Cho SM(2018)Reappraisal of neonatal Greenstick Skull Fractures caused by birth injuries: comparison of 3-Dimensional reconstructed computed tomography and simple Skull radiographs World Neurosurg 109 E305-E12
[2]  
Kim HG(2017)Fully automated quantitative cephalometry using convolutional neural networks J Med Imaging (Bellingham Wash) 4 014501-68
[3]  
Yoon SH(2020)Artificial intelligence in orthodontics evaluation of a fully automated cephalometric analysis using a customized convolutional neural network J Orofac Orthopedics-Fortschritte Der Kieferorthop 81 52-41
[4]  
Chang KH(2020)CephaNN: a multi-head attention network for Cephalometric Landmark Detection Ieee Access 8 112633-7
[5]  
Park MS(2022)Automatic 3-Dimensional Cephalometric Landmarking via Deep Learning J Dent Res 101 1380-66
[6]  
Park YH(2022)Localization of Craniomaxillofacial Landmarks on CBCT images using 3D mask R-CNN and local dependency learning IEEE Trans Med Imaging 41 2856-14
[7]  
Choi MS(2021)SkullEngine: a multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. Machine learning in medical imaging MLMI (Workshop) 12966 606-54
[8]  
Arik SO(2014)Norms of McNamara’s cephalometric analysis on lateral view of 3D CT imaging in adults from Northeast China J Hard Tissue Biol 23 249-E73
[9]  
Ibragimov B(2011)Three-dimensional cephalometric norms of chinese adults in Hong Kong with balanced facial profile Oral Surg Oral Med Oral Pathol Oral Radiol Endodontology 112 E56-10
[10]  
Xing L(2015)Reproducibility of natural head position in normal chinese people Am J Orthod Dentofac Orthop 148 503-8