Automatic cephalometric analysis: a systematic review
Objective: To describe the techniques used for automatic landmarking of cephalograms,
highlighting the strengths and weaknesses of each one and reviewing the percentage of …
highlighting the strengths and weaknesses of each one and reviewing the percentage of …
Fully automated quantitative cephalometry using convolutional neural networks
Quantitative cephalometry plays an essential role in clinical diagnosis, treatment, and
surgery. Development of fully automated techniques for these procedures is important to …
surgery. Development of fully automated techniques for these procedures is important to …
Artificial Intelligence for radiographic image analysis
Automated identification of landmarks on lateral cephalogram and cone-beam computed
tomography (CBCT) scans can save time for the clinicians and act as a second set of eyes …
tomography (CBCT) scans can save time for the clinicians and act as a second set of eyes …
Cascaded convolutional networks for automatic cephalometric landmark detection
M Zeng, Z Yan, S Liu, Y Zhou, L Qiu - Medical Image Analysis, 2021 - Elsevier
Cephalometric analysis is a fundamental examination which is widely used in orthodontic
diagnosis and treatment planning. Its key step is to detect the anatomical landmarks in …
diagnosis and treatment planning. Its key step is to detect the anatomical landmarks in …
Evaluation and comparison of anatomical landmark detection methods for cephalometric x-ray images: a grand challenge
Cephalometric analysis is an essential clinical and research tool in orthodontics for the
orthodontic analysis and treatment planning. This paper presents the evaluation of the …
orthodontic analysis and treatment planning. This paper presents the evaluation of the …
Cephalometric landmark detection by attentive feature pyramid fusion and regression-voting
Marking anatomical landmarks in cephalometric radiography is a critical operation in
cephalometric analysis. Automatically and accurately locating these landmarks is a …
cephalometric analysis. Automatically and accurately locating these landmarks is a …
Automatic analysis of lateral cephalograms based on multiresolution decision tree regression voting
Cephalometric analysis is a standard tool for assessment and prediction of craniofacial
growth, orthodontic diagnosis, and oral‐maxillofacial treatment planning. The aim of this …
growth, orthodontic diagnosis, and oral‐maxillofacial treatment planning. The aim of this …
Automated 2-D cephalometric analysis on X-ray images by a model-based approach
W Yue, D Yin, C Li, G Wang, T Xu - IEEE transactions on …, 2006 - ieeexplore.ieee.org
Craniofacial landmark localization and anatomical structure tracing on cephalograms are
two important ways to obtain the cephalometric analysis. In order to computerize them in …
two important ways to obtain the cephalometric analysis. In order to computerize them in …
Linear dimensionality reduction using relevance weighted LDA
The linear discriminant analysis (LDA) is one of the most traditional linear dimensionality
reduction methods. This paper incorporates the inter-class relationships as relevance …
reduction methods. This paper incorporates the inter-class relationships as relevance …
The accuracy of a designed software for automated localization of craniofacial landmarks on CBCT images
Background Two-dimensional projection radiographs have been traditionally considered the
modality of choice for cephalometric analysis. To overcome the shortcomings of two …
modality of choice for cephalometric analysis. To overcome the shortcomings of two …