Current applications of deep learning and radiomics on CT and CBCT for maxillofacial diseases

KF Hung, QYH Ai, LM Wong, AWK Yeung, DTS Li… - Diagnostics, 2022 - mdpi.com
The increasing use of computed tomography (CT) and cone beam computed tomography
(CBCT) in oral and maxillofacial imaging has driven the development of deep learning and …

Temporomandibular joint osteoarthritis diagnosis employing artificial intelligence: systematic review and meta-analysis

O Almășan, DC Leucuța, M Hedeșiu… - Journal of Clinical …, 2023 - mdpi.com
The aim was to systematically synthesize the current research and influence of artificial
intelligence (AI) models on temporomandibular joint (TMJ) osteoarthritis (OA) diagnosis …

Robotics applications in facial plastic surgeries

E Tokgöz, MA Carro - Cosmetic and reconstructive facial plastic surgery: A …, 2023 - Springer
Robotics applications in facial plastic surgery has been practical and observed to have
benefits. For instance, minimal invasiveness, small number of incisions, less blood loss …

Prediction of orthognathic surgery plan from 3D cephalometric analysis via deep learning

M Cheng, X Zhang, J Wang, Y Yang, M Li, H Zhao… - BMC Oral Health, 2023 - Springer
Background Preoperative planning of orthognathic surgery is indispensable for achieving
ideal surgical outcome regarding the occlusion and jaws' position. However, orthognathic …

Artificial intelligence-based predictive model for guidance on treatment strategy selection in oral and maxillofacial surgery

F Dong, J Yan, X Zhang, Y Zhang, D Liu, X Pan, L Xue… - Heliyon, 2024 - cell.com
Application of deep learning (DL) and machine learning (ML) is rapidly increasing in the
medical field. DL is gaining significance for medical image analysis, particularly, in oral and …

Orthognathic surgical planning using graph CNN with dual embedding module: External validations with multi-hospital datasets

IH Kim, JS Kim, J Jeong, JW Park, K Park… - Computer Methods and …, 2023 - Elsevier
Background and objective Despite recent development of AI, prediction of the surgical
movement in the maxilla and mandible by OGS might be more difficult than that of tooth …

Role of artificial intelligence in treatment planning and outcome prediction of jaw corrective surgeries by using 3-D imaging-A systematic review

H Sankar, R Alagarsamy, B Lal, SS Rana… - Oral Surgery, Oral …, 2024 - Elsevier
Objective Artificial intelligence (AI) has been increasingly utilized in diagnosis of skeletal
deformities, while its role in treatment planning and outcome prediction of jaw corrective …

Artificial Intelligence Used for Diagnosis in Facial Deformities: A Systematic Review

V Ravelo, J Acero, J Fuentes-Zambrano… - Journal of Personalized …, 2024 - mdpi.com
AI is included in a lot of different systems. In facial surgery, there are some AI-based software
programs oriented to diagnosis in facial surgery. This study aims to evaluate the capacity …

3D evaluation model of facial aesthetics based on multi‐input 3D convolution neural networks for orthognathic surgery

Q Ma, E Kobayashi, S Jin, K Masamune… - … Journal of Medical …, 2024 - Wiley Online Library
Background Quantitative evaluation of facial aesthetics is an important but also time‐
consuming procedure in orthognathic surgery, while existing 2D beauty‐scoring models are …

CDRMamba: A framework for automated craniomaxillofacial defect reconstruction using Mamba-based modeling

W Wang, Z Jin, X Chen - Biomedical Signal Processing and Control, 2025 - Elsevier
Automated reconstruction methods for craniomaxillofacial defects are limited by their
inability to accurately segment complex defects, resulting in suboptimal repair outcomes. To …