Deep learning for cephalometric landmark detection: systematic review and meta-analysis
Objectives Deep learning (DL) has been increasingly employed for automated landmark
detection, eg, for cephalometric purposes. We performed a systematic review and meta …
detection, eg, for cephalometric purposes. We performed a systematic review and meta …
Machine learning and orthodontics, current trends and the future opportunities: A scoping review
Introduction In recent years, artificial intelligence (AI) has been applied in various ways in
medicine and dentistry. Advancements in AI technology show promising results in the …
medicine and dentistry. Advancements in AI technology show promising results in the …
Automated cephalometric landmark detection with confidence regions using Bayesian convolutional neural networks
Background Despite the integral role of cephalometric analysis in orthodontics, there have
been limitations regarding the reliability, accuracy, etc. of cephalometric landmarks tracing …
been limitations regarding the reliability, accuracy, etc. of cephalometric landmarks tracing …
Development, application, and performance of artificial intelligence in cephalometric landmark identification and diagnosis: a systematic review
This study aimed to analyze the existing literature on how artificial intelligence is being used
to support the identification of cephalometric landmarks. The systematic analysis of literature …
to support the identification of cephalometric landmarks. The systematic analysis of literature …
Application of artificial intelligence in orthodontics: current state and future perspectives
In recent years, there has been the notable emergency of artificial intelligence (AI) as a
transformative force in multiple domains, including orthodontics. This review aims to provide …
transformative force in multiple domains, including orthodontics. This review aims to provide …
Artificial intelligence for detecting cephalometric landmarks: a systematic review and meta-analysis
G de Queiroz Tavares Borges Mesquita… - Journal of Digital …, 2023 - Springer
Using computer vision through artificial intelligence (AI) is one of the main technological
advances in dentistry. However, the existing literature on the practical application of AI for …
advances in dentistry. However, the existing literature on the practical application of AI for …
A review on AI-based medical image computing in head and neck surgery
Head and neck surgery is a fine surgical procedure with a complex anatomical space,
difficult operation and high risk. Medical image computing (MIC) that enables accurate and …
difficult operation and high risk. Medical image computing (MIC) that enables accurate and …
Estimating cervical vertebral maturation with a lateral cephalogram using the convolutional neural network
Recently, the estimation of bone maturation using deep learning has been actively
conducted. However, many studies have considered hand–wrist radiographs, while a few …
conducted. However, many studies have considered hand–wrist radiographs, while a few …
Semi-supervised anatomical landmark detection via shape-regulated self-training
Well-annotated medical images are costly and sometimes even impossible to acquire,
hindering landmark detection accuracy to some extent. Semi-supervised learning alleviates …
hindering landmark detection accuracy to some extent. Semi-supervised learning alleviates …
The knowledge, experience, and attitude on artificial intelligence-assisted cephalometric analysis: Survey of orthodontists and orthodontic students
L Lin, B Tang, L Cao, J Yan, T Zhao, F Hua… - American Journal of …, 2023 - Elsevier
Introduction Artificial intelligence (AI) developed rapidly in orthodontics, and AI-based
cephalometric applications have been adopted. This study aimed to assess AI-assisted …
cephalometric applications have been adopted. This study aimed to assess AI-assisted …