Progress in deep learning-based dental and maxillofacial image analysis: A systematic review

NK Singh, K Raza - Expert Systems with Applications, 2022 - Elsevier
Background With the advent of deep learning in modern computing there has been
unprecedented progress in image processing and segmentation. Deep learning-based …

Machine learning in dentistry: a scoping review

LT Arsiwala-Scheppach, A Chaurasia… - Journal of Clinical …, 2023 - mdpi.com
Machine learning (ML) is being increasingly employed in dental research and application.
We aimed to systematically compile studies using ML in dentistry and assess their …

Automated estimation of chronological age from panoramic dental X-ray images using deep learning

D Milošević, M Vodanović, I Galić, M Subašić - Expert systems with …, 2022 - Elsevier
Age estimation is a key component in forensic analysis, be it in legal proceedings or
archeological research. Current methods in forensic odontology are based on manual …

Gender classification on digital dental x-ray images using deep convolutional neural network

MV Rajee, C Mythili - Biomedical Signal Processing and Control, 2021 - Elsevier
Human teeth are more durable in nature and tend to survive even after the death of a
person. For this reason, teeth play a momentous role in the forensic department to identify a …

[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 …

Artificial intelligence in the practice of forensic medicine: a scoping review

L Tournois, V Trousset, D Hatsch, T Delabarde… - International Journal of …, 2024 - Springer
Forensic medicine is a thriving application field for artificial intelligence (AI). Indeed, AI
applications intended to forensic pathologists or forensic physicians have emerged since the …

[HTML][HTML] Application of deep learning in dentistry and implantology

DY Kang, HP Duong, JC Park - Journal of implantology and …, 2020 - implantology.or.kr
Artificial intelligence and deep learning algorithms are infiltrating various fields of medicine
and dentistry. The purpose of the current study was to review literatures applying deep …

Human gender prediction based on deep transfer learning from panoramic radiograph images

I Atas - arXiv preprint arXiv:2205.09850, 2022 - arxiv.org
Panoramic Dental Radiography (PDR) image processing is one of the most extensively
used manual methods for gender determination in forensic medicine. With the assistance of …

A comprehensive exploration of neural networks for forensic analysis of adult single tooth x-ray images

D Milošević, M Vodanović, I Galić, M Subašić - IEEE access, 2022 - ieeexplore.ieee.org
Determining the demographic characteristics of a person post-mortem is a fundamental task
for forensic experts, and the dental system is a crucial source of those information. Those …

Automated description of the mandible shape by deep learning

N Vila-Blanco, P Varas-Quintana… - International Journal of …, 2021 - Springer
Purpose The shape of the mandible has been analyzed in a variety of fields, whether to
diagnose conditions like osteoporosis or osteomyelitis, in forensics, to estimate biological …