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 …

eXplainable Artificial Intelligence (XAI) in aging clock models

A Kalyakulina, I Yusipov, A Moskalev… - Ageing Research …, 2024 - Elsevier
XAI is a rapidly progressing field of machine learning, aiming to unravel the predictions of
complex models. XAI is especially required in sensitive applications, eg in health care, when …

[Retracted] Machine Learning Techniques for Human Age and Gender Identification Based on Teeth X‐Ray Images

KC Santosh, N Pradeep, V Goel… - Journal of healthcare …, 2022 - Wiley Online Library
The use of digital medical images is increasing with advanced computational power that has
immensely contributed to develo** more sophisticated machine learning techniques …

[HTML][HTML] XAS: Automatic yet eXplainable Age and Sex determination by combining imprecise per-tooth predictions

N Vila-Blanco, P Varas-Quintana… - Computers in Biology …, 2022 - Elsevier
Chronological age and biological sex estimation are two key tasks in a variety of
procedures, including human identification and migration control. Issues such as these have …

Estimating chronological age through learning local and global features of panoramic radiographs in the Korean population

HG Yeom, BD Lee, W Lee, T Lee, JP Yun - Scientific Reports, 2023 - nature.com
This study suggests a hybrid method based on ResNet50 and vision transformer (ViT) in an
age estimation model. To this end, panoramic radiographs are used for learning by …

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 …

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 …

Deep learning methods for fully automated dental age estimation on orthopantomograms

Y Shi, Z Ye, J Guo, Y Tang, W Dong, J Dai… - Clinical Oral …, 2024 - Springer
Objectives This study aimed to use all permanent teeth as the target and establish an
automated dental age estimation method across all developmental stages of permanent …

[HTML][HTML] Tooth and bone parameters in the assessment of the chronological age of children and adolescents using neural modelling methods

K Zaborowicz, B Biedziak, A Olszewska, M Zaborowicz - Sensors, 2021 - mdpi.com
The analog methods used in the clinical assessment of the patient's chronological age are
subjective and characterized by low accuracy. When using those methods, there is a …

Efficacy of the methods of age determination using artificial intelligence in panoramic radiographs—a systematic review

TC Nino-Sandoval, AM Doria-Martinez… - International Journal of …, 2024 - Springer
The aim of this systematic review is to analyze the literature to determine whether the
methods of artificial intelligence are effective in determining age in panoramic radiographs …