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Author Spotlight: Advancing CBCT and Digital Dental Image Integration with AI-Assisted Digitization
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Incisor pulp chamber tomographic image dataset for dental age estimation
Davi Magalhães Pereira1, Alexandre Vieira Pereira Pacelli1, William José Lopes Junior2
1Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, Brazil.
Data in Brief
|October 6, 2025
Summary
This study introduces a new dataset of Cone Beam Computed Tomography (CBCT) scans of upper central incisors for forensic odontology. The data aids in tooth detection, segmentation, and age estimation for unidentified individuals.
Area of Science:
- Forensic Odontology
- Dental Image Analysis
- Medical Imaging
Background:
- Accurate tooth analysis is crucial for identifying individuals in forensic cases.
- Existing datasets may lack diversity or comprehensive annotations for advanced applications.
Purpose of the Study:
- To present a novel dataset of Cone Beam Computed Tomography (CBCT) scans of upper central incisors.
- To support research in tooth detection, segmentation, and age estimation using machine learning.
Main Methods:
- Acquired CBCT scans from a diverse cohort of 18-60 year old Brazilian individuals.
- Included coronal and sagittal views with bounding box and segmentation annotations for tooth crown and pulp chamber.
- Provided detailed metadata including age, sex, tooth number, and patient code.
Main Results:
- The dataset offers comprehensive imaging data with precise annotations.
- It facilitates the development and validation of machine learning models for dental applications.
- Enables detailed analysis of tooth structure relevant to age estimation.
Conclusions:
- This dataset is a valuable resource for advancing forensic odontology and dental image analysis.
- It supports automated diagnostics and complex forensic investigations.
- Promotes further research in machine learning applications within dentistry.
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