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 …
Can artificial intelligence-driven cephalometric analysis replace manual tracing? A systematic review and meta-analysis
J Hendrickx, RS Gracea, M Vanheers… - European Journal of …, 2024 - academic.oup.com
Objectives This systematic review and meta-analysis aimed to investigate the accuracy and
efficiency of artificial intelligence (AI)-driven automated landmark detection for cephalometric …
efficiency of artificial intelligence (AI)-driven automated landmark detection for cephalometric …
Ceph-Net: automatic detection of cephalometric landmarks on scanned lateral cephalograms from children and adolescents using an attention-based stacked …
Background The success of cephalometric analysis depends on the accurate detection of
cephalometric landmarks on scanned lateral cephalograms. However, manual …
cephalometric landmarks on scanned lateral cephalograms. However, manual …
Human examination and artificial intelligence in cephalometric landmark detection—is AI ready to take over?
S Indermun, S Shaik, C Nyirenda… - Dentomaxillofacial …, 2023 - academic.oup.com
Objectives: To compare the precision of two cephalometric landmark identification methods,
namely a computer-assisted human examination software and an artificial intelligence …
namely a computer-assisted human examination software and an artificial intelligence …
A two-stage regression framework for automated cephalometric landmark detection incorporating semantically fused anatomical features and multi-head refinement …
Accurate identification and precise localization of cephalometric landmarks provide
clinicians with essential insights into craniofacial deformities, aiding in the assessment of …
clinicians with essential insights into craniofacial deformities, aiding in the assessment of …
Efficient and Stable Cephalometric Landmark Localization Using Two-Stage Heatmaps' Regression
X Wang, E Rigall, Q Chen, S Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Cephalometry is commonly used as an integral component in orthodontic treatment and
visual treatment objects (VTOs). Accurate and stable tissue landmarks' localization is an …
visual treatment objects (VTOs). Accurate and stable tissue landmarks' localization is an …
Cephalometric landmark detection without X-rays combining coordinate regression and heatmap regression
K Takahashi, Y Shimamura, C Tachiki, Y Nishii… - Scientific reports, 2023 - nature.com
Fully automated techniques using convolutional neural networks for cephalometric landmark
detection have recently advanced. However, all existing studies have adopted X-rays. The …
detection have recently advanced. However, all existing studies have adopted X-rays. The …
Multi-Scale Semantic Fusion of a Large Receptive Field for Irregular Pelvic X-Ray Landmark Detection
C Lu, J Zhao, W Chen, X Qiao, Q Zeng - IEEE Access, 2023 - ieeexplore.ieee.org
Pelvic landmark detection is a significant pre-task to measure the clinical measurement in
pelvic abnormality analysis. Accurate pelvic landmark detection could provide reliable …
pelvic abnormality analysis. Accurate pelvic landmark detection could provide reliable …
Anatomical Landmark Detection Using a Feature-Sharing Knowledge Distillation-Based Neural Network
D Huang, Y Wang, Y Wang, G Gu, T Bai - Electronics, 2022 - mdpi.com
Existing anatomical landmark detection methods consider the performance gains under
heavyweight network architectures, which lead to models tending to have poor scalability …
heavyweight network architectures, which lead to models tending to have poor scalability …
CEPHA29: Automatic Cephalometric Landmark Detection Challenge 2023
MA Khalid, K Zulfiqar, U Bashir, A Shaheen… - arXiv preprint arXiv …, 2022 - arxiv.org
Quantitative cephalometric analysis is the most widely used clinical and research tool in
modern orthodontics. Accurate localization of cephalometric landmarks enables the …
modern orthodontics. Accurate localization of cephalometric landmarks enables the …