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A systematic overview of dental methods for age assessment in living individuals: from traditional to artificial intelligence-based approaches
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 …
age, with a view to forensic identification, migration flow control, or assessment of dental …
eXplainable Artificial Intelligence (XAI) in aging clock models
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 …
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 …
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 …
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
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 …
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
Automatic age estimation has garnered significant interest among researchers because of
its potential practical uses. The current systematic review was undertaken to critically …
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 …
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 …
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 …
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
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 …
methods of artificial intelligence are effective in determining age in panoramic radiographs …