The use of artificial intelligence in endodontics

FC Setzer, J Li, AA Khan - Journal of dental research, 2024‏ - journals.sagepub.com
Endodontics is the dental specialty foremost concerned with diseases of the pulp and
periradicular tissues. Clinicians often face patients with varying symptoms, must critically …

[HTML][HTML] Progress of artificial intelligence-driven solutions for automated segmentation of dental pulp cavity on cone-beam computed tomography images. A systematic …

A Alfadley, S Shujaat, A Jamleh, M Riaz… - Journal of …, 2024‏ - Elsevier
Introduction Automated segmentation of three-dimensional pulp space on cone-beam
computed tomography (CBCT) images presents a significant opportunity for enhancing …

Evaluating tooth segmentation accuracy and time efficiency in CBCT images using artificial intelligence: a systematic review and Meta-analysis

B ** review
S Asgary - Iranian endodontic journal, 2024‏ - pmc.ncbi.nlm.nih.gov
Artificial intelligence (AI) is transforming the diagnostic methods and treatment approaches
in the constantly evolving field of endodontics. The current review discusses the recent …

[HTML][HTML] The Application of Artificial Intelligence for Tooth Segmentation in CBCT Images: A Systematic Review

M Tarce, Y Zhou, A Antonelli, K Becker - Applied Sciences, 2024‏ - mdpi.com
Objective: To conduct a comprehensive and systematic review of the application of existing
artificial intelligence for tooth segmentation in CBCT images. Materials and Methods: A …

Deep learning-based tooth segmentation methods in medical imaging: A review

X Chen, N Ma, T Xu, C Xu - … Part H: Journal of Engineering in …, 2024‏ - journals.sagepub.com
Deep learning approaches for tooth segmentation employ convolutional neural networks
(CNNs) or Transformers to derive tooth feature maps from extensive training datasets. Tooth …

[HTML][HTML] Limitations and management of dynamic navigation system for locating calcified canals failure

X Yang, Y Zhang, X Chen, L Huang, X Qiu - Journal of endodontics, 2024‏ - Elsevier
Nonsurgical endodontic teeth treatment with severe pulp canal obliteration poses
challenges, primarily locating canals. By combining 3-dimensional reconstruction and …

A progressive framework for tooth and substructure segmentation from cone-beam CT images

M Tan, Z Cui, T Zhong, Y Fang, Y Zhang… - Computers in Biology and …, 2024‏ - Elsevier
Background: Accurate segmentation of individual tooth and their substructures including
enamel, pulp, and dentin from cone-beam computed tomography (CBCT) images is …

Unveiling the power of artificial intelligence for image‐based diagnosis and treatment in endodontics: An ally or adversary?

RC Fontenele, R Jacobs - International Endodontic Journal, 2025‏ - Wiley Online Library
Background Artificial intelligence (AI), a field within computer science, uses algorithms to
replicate human intelligence tasks such as pattern recognition, decision‐making and …

TSG-6 inhibits the NF-κB signaling pathway and promotes the odontogenic differentiation of dental pulp stem cells via CD44 in an inflammatory environment

Y Wang, Y **e, N Xue, H Xu, D Zhang, N Ji, Q Chen - Biomolecules, 2024‏ - mdpi.com
In pulpitis, dentinal restorative processes are considerably associated with undifferentiated
mesenchymal cells in the pulp. This study aimed to investigate strategies to improve the …