Recent advances in intraoral scanners

F Eggmann, MB Blatz - Journal of Dental Research, 2024 - journals.sagepub.com
Intraoral scanners (IOSs) have emerged as a cornerstone technology in digital dentistry.
This article examines the recent advancements and multifaceted applications of IOSs …

Map** the Use of Artificial Intelligence–Based Image Analysis for Clinical Decision‐Making in Dentistry: A Sco** Review

W Chen, M Dhawan, J Liu, D Ing… - Clinical and …, 2024 - Wiley Online Library
Objectives Artificial intelligence (AI) is an emerging field in dentistry. AI is gradually being
integrated into dentistry to improve clinical dental practice. The aims of this sco** review …

[HTML][HTML] Deep learning-enabled 3D multimodal fusion of cone-beam CT and intraoral mesh scans for clinically applicable tooth-bone reconstruction

J Liu, J Hao, H Lin, W Pan, J Yang, Y Feng, G Wang… - Patterns, 2023 - cell.com
Summary High-fidelity three-dimensional (3D) models of tooth-bone structures are valuable
for virtual dental treatment planning; however, they require integrating data from cone-beam …

Automatic 3-dimensional cephalometric landmarking via deep learning

G Dot, T Schouman, S Chang… - Journal of dental …, 2022 - journals.sagepub.com
The increasing use of 3-dimensional (3D) imaging by orthodontists and maxillofacial
surgeons to assess complex dentofacial deformities and plan orthognathic surgeries implies …

Convolutional neural network for automated tooth segmentation on intraoral scans

X Wang, KA Alqahtani, T Van den Bogaert, S Shujaat… - BMC Oral Health, 2024 - Springer
Background Tooth segmentation on intraoral scanned (IOS) data is a prerequisite for clinical
applications in digital workflows. Current state-of-the-art methods lack the robustness to …

Hierarchical self-supervised learning for 3D tooth segmentation in intra-oral mesh scans

Z Liu, X He, H Wang, H **ong, Y Zhang… - … on Medical Imaging, 2022 - ieeexplore.ieee.org
Accurately delineating individual teeth and the gingiva in the three-dimension (3D) intraoral
scanned (IOS) mesh data plays a pivotal role in many digital dental applications, eg …

A cross-temporal multimodal fusion system based on deep learning for orthodontic monitoring

H Chen, Z Qu, Y Tian, N Jiang, Y Qin, J Gao… - Computers in Biology …, 2024 - Elsevier
Introduction In the treatment of malocclusion, continuous monitoring of the three-
dimensional relationship between dental roots and the surrounding alveolar bone is …

Heterogeneous data fusion and loss function design for tooth point cloud segmentation

D Liu, Y Tian, Y Zhang, J Gelernter, X Wang - Neural Computing and …, 2022 - Springer
Tooth point cloud segmentation plays an important role in the digital dentistry, and has
received much attention in the past decade. Recently, methods based on the graph neural …

Transformer based 3D tooth segmentation via point cloud region partition

Y Wu, H Yan, K Ding - Scientific Reports, 2024 - nature.com
Automatic and accurate tooth segmentation on 3D dental point clouds plays a pivotal role in
computer-aided dentistry. Existing Transformer-based methods focus on aggregating local …

Accuracy of RGB-D camera-based and stereophotogrammetric facial scanners: a comparative study

F Pan, J Liu, Y Cen, Y Chen, R Cai, Z Zhao, W Liao… - Journal of Dentistry, 2022 - Elsevier
Objectives This study aimed to evaluate and compare the accuracy and inter-operator
reliability of a low-cost red-green-blue-depth (RGB-D) camera-based facial scanner …