Concepedia

Automatic localization of cephalometric landmarks based on convolutional neural network

Jie Yao, Wei Zeng, Tao He, Shanluo Zhou, Yi Zhang, Jixiang Guo, Wei Tang

American Journal of Orthodontics and Dentofacial Orthopedics · 2021 · 54 citations · 27 references

Concepts

DentistryAnatomyComputer VisionCraniofacial SurgeryRegional AnatomyAnatomical Landmark IdentificationBony LandmarksCephalometric AnalysisCephalometric AnatomyCephalometric ImagingLandmark-based LocalizationArtificial Intelligence-based Landmark DetectionCephalometric Landmark DetectionCephalometric Landmark LocalizationConvolutional Neural Network DetectionConvolutional Neural NetworksThree-dimensional CephalometryThree-dimensional Craniofacial Landmark Identification

References

27

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Tooth detection and numbering in panoramic radiographs using convolutional neural networks

Dmitry Tuzoff, Lyudmila Tuzova, Michael M. Bornstein et al. · Dentomaxillofacial Radiology · 2019 · 470 citations · Full text

Dentistry, Computer Science, Oral Radiology +16

Deep Learning for the Radiographic Detection of Apical Lesions

Thomas Ekert, Joachim Krois, Leonie Meinhold et al. · Journal of Endodontics · 2019 · 371 citations

Dentistry, Radiology, Apical Periodontitis +14

Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning

Marc Aubreville, Christian Knipfer, Nicolai Oetter et al. · Scientific Reports · 2017 · 329 citations · Full text

Medicine, Oncology, Oral Pathology +16