AIMC Topic: Forensic Dentistry
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3D tooth identification for forensic dentistry using deep learning.
BMC oral health
Apr 30, 2025
The classification of intraoral teeth structures is a critical component in modern dental analysis and forensic dentistry. Traditional methods, relying on 2D imaging, often suffer from limitations in accuracy and comprehensiveness due to the complex ...
Development of artificial intelligence-based algorithms for the process of human identification through dental evidence.
International journal of legal medicine
Mar 6, 2025
INTRODUCTION: Forensic Odontology plays a crucial role in medicolegal identification by comparing dental evidence in antemortem (AM) and postmortem (PM) dental records, including orthopantomograms (OPGs). Due to the complexity and time-consuming natu...
Can deep learning identify humans by automatically constructing a database with dental panoramic radiographs?
PloS one
Oct 24, 2024
The aim of this study was to propose a novel method to identify individuals by recognizing dentition change, along with human identification process using deep learning. Recent and past images of adults aged 20-49 years with more than two dental pano...
DentAge: Deep learning for automated age prediction using panoramic dental X-ray images.
Journal of forensic sciences
Sep 18, 2024
Age estimation plays a crucial role in various fields, including forensic science and anthropology. This study aims to develop and validate DentAge, a deep-learning model for automated age prediction using panoramic dental X-ray images. DentAge was t...
Accuracy of automated forensic dental age estimation lab (F-DentEst Lab) on large Malaysian dataset.
Forensic science international
Jul 15, 2024
When a disaster occurs, the authority must prioritise two things. First, the search and rescue of lives, and second, the identification and management of deceased individuals. However, with thousands of dead bodies to be individually identified in ma...
Artificial intelligence in age and sex determination using maxillofacial radiographs: A systematic review.
The Journal of forensic odonto-stomatology
Apr 30, 2024
In the past few years, there has been an enormous increase in the application of artificial intelligence and its adoption in multiple fields, including healthcare. Forensic medicine and forensic odontology have tremendous scope for development using ...
OPG-based dental age estimation using a data-technical exploration of deep learning techniques.
Journal of forensic sciences
Jan 30, 2024
Dental age estimation, a cornerstone in forensic age assessment, has been extensively tried and tested, yet manual methods are impeded by tedium and interobserver variability. Automated approaches using deep transfer learning encounter challenges lik...
Evidence of Age Estimation Procedures in Forensic Dentistry: Results from an Umbrella Review.
Medicina (Kaunas, Lithuania)
Dec 25, 2023
: Age estimation is an important tool when dealing with human remains or undocumented minors. Although the skull, the skeleton or the hand-wrist are used in age estimation as maturity indicators, they often present a lack of good conditions for a cor...
Artificial intelligence in forensic medicine and forensic dentistry.
The Journal of forensic odonto-stomatology
Aug 27, 2023
This review article aims to highlight the current possibilities for applying Artificial Intelligence in modern forensic medicine and forensic dentistry and present the advantages and disadvantages of its use. For this purpose, the relevant academic l...
Artificial Intelligence as a Decision-Making Tool in Forensic Dentistry: A Pilot Study with I3M.
International journal of environmental research and public health
Mar 6, 2023
Expert determination of the third molar maturity index (I3M) constitutes one of the most common approaches for dental age estimation. This work aimed to investigate the technical feasibility of creating a decision-making tool based on I3M to support ...
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