Performance of Artificial Intelligence Models Designed for Automated Estimation of Age Using Dento-Maxillofacial Radiographs—A Systematic Review

SB Khanagar, F Albalawi, A Alshehri, M Awawdeh… - Diagnostics, 2024 - mdpi.com
Automatic age estimation has garnered significant interest among researchers because of
its potential practical uses. The current systematic review was undertaken to critically …

A systematic overview of dental methods for age assessment in living individuals: from traditional to artificial intelligence-based approaches

N Vila-Blanco, P Varas-Quintana, I Tomas… - International Journal of …, 2023 - Springer
Dental radiographies have been used for many decades for estimating the chronological
age, with a view to forensic identification, migration flow control, or assessment of dental …

Machine Learning Supported the Modified Gustafson's Criteria for Dental Age Estimation in Southwest China

X Dai, A Liu, J Liu, M Zhan, Y Liu, W Ke, L Shi… - Journal of Imaging …, 2024 - Springer
Adult age estimation is one of the most challenging problems in forensic science and
physical anthropology. In this study, we aimed to develop and evaluate machine learning …

Automatic dental age calculation from panoramic radiographs using deep learning: a two-stage approach with object detection and image classification

K Kokomoto, R Kariya, A Muranaka, R Okawa… - BMC Oral Health, 2024 - Springer
Background Dental age is crucial for treatment planning in pediatric and orthodontic
dentistry. Dental age calculation methods can be categorized into morphological …

Age-group determination of living individuals using first molar images based on artificial intelligence

S Kim, YH Lee, YK Noh, FC Park, QS Auh - Scientific reports, 2021 - nature.com
Dental age estimation of living individuals is difficult and challenging, and there is no
consensus method in adults with permanent dentition. Thus, we aimed to provide an …

Age group classification of dental radiography without precise age information using convolutional neural networks

YR Kim, JH Choi, J Ko, YJ Jung, B Kim, SH Nam… - Healthcare, 2023 - mdpi.com
Automatic age estimation using panoramic dental radiographic images is an important
procedure for forensics and personal oral healthcare. The accuracies of the age estimation …

Evolution of methods and state-of-the-art in dental age estimation

J Adserias-Garriga - Age estimation, 2019 - Elsevier
Undoubtedly, age estimation represents one of the most significant contributions of forensic
odontology to human identification of the living and the deceased. Age estimation of the …

Age determination on panoramic radiographs using the Kvaal method with the aid of artificial intelligence

D Pereira de Sousa, E Diniz Lima… - Dentomaxillofacial …, 2023 - academic.oup.com
Objectives: This study aimed to assess and compare age estimation on panoramic
radiography using the Kvaal method and machine learning (ML). Methods and Materials …

Use of artificial intelligence in determination of bone age of the healthy individuals: A scoping review

AA Bajjad, S Gupta, S Agarwal, RA Pawar… - Journal of the World …, 2023 - Elsevier
Background Bone age assessment, as an indicator of biological age, is widely used in
orthodontics and pediatric endocrinology. Owing to significant subject variations in the …

Dental age estimation using deep learning: A comparative survey

EG Mohamed, RPD Redondo, A Koura, MS EL-Mofty… - Computation, 2023 - mdpi.com
The significance of age estimation arises from its applications in various fields, such as
forensics, criminal investigation, and illegal immigration. Due to the increased importance of …