An artificial intelligence system using machine-learning for automatic detection and classification of dental restorations in panoramic radiography
Objectives The aim of this study was to develop a computer vision algorithm based on
artificial intelligence, designed to automatically detect and classify various dental …
artificial intelligence, designed to automatically detect and classify various dental …
Missing teeth and restoration detection using dental panoramic radiography based on transfer learning with CNNs
SL Chen, TY Chen, YC Huang, CA Chen… - IEEE …, 2022 - ieeexplore.ieee.org
Common dental diseases include caries, periodontitis, missing teeth and restorations.
Dentists still use manual methods to judge and label lesions which is very time-consuming …
Dentists still use manual methods to judge and label lesions which is very time-consuming …
[HTML][HTML] Numbering teeth in panoramic images: A novel method based on deep learning and heuristic algorithm
Dental problems are one of the most common health problems for people. To detect and
analyze these problems, dentists often use panoramic radiographs that show the entire …
analyze these problems, dentists often use panoramic radiographs that show the entire …
Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model
The automated segmentation of dental restorations is a critical step in diagnosing dental
problems and suggesting the best treatment. Some restorations may be missed during a …
problems and suggesting the best treatment. Some restorations may be missed during a …
Teeth and prostheses detection in dental panoramic X-rays using CNN-based object detector and a priori knowledge-based algorithm
MA Ali, D Fujita, S Kobashi - Scientific Reports, 2023 - nature.com
Deep learning techniques for automatically detecting teeth in dental X-rays have gained
popularity, providing valuable assistance to healthcare professionals. However, teeth …
popularity, providing valuable assistance to healthcare professionals. However, teeth …
Tooth restoration and dental work detection on panoramic dental images via CNN
Automatic detection of dental work and type of restorations plays an important role for
human identification and creation of reports for dental treatment at clinics. In this study, we …
human identification and creation of reports for dental treatment at clinics. In this study, we …
Quantitative level determination of fixed restorations on panoramic radiographs using deep learning
Aim: Although many studies in various fields employ deep learning models, only a few such
studies exist in dental imaging. The present article aims to evaluate the effectiveness of …
studies exist in dental imaging. The present article aims to evaluate the effectiveness of …
Detection of dental restorations using no-code artificial intelligence
Objectives The purpose of this study was to utilize a no-code computer vision platform to
develop, train, and evaluate a model specifically designed for segmenting dental …
develop, train, and evaluate a model specifically designed for segmenting dental …
Automatic categorization of medical documents in Afaan Oromo using ensemble machine learning techniques
EF Dinsa, M Das, TU Abebe, K Ramaswamy - Discover Applied Sciences, 2024 - Springer
Automatic medical document classification using machine learning techniques can enhance
the productivity of healthcare services by reducing processing time and cost. This work …
the productivity of healthcare services by reducing processing time and cost. This work …
A Single-Stage Deep Learning Approach for Multiple Treatment and Diagnosis in Panoramic X-ray
This work investigates the recognition of multiple dental treatment and diagnosis conditions
in a full scan dental panoramic image. In this study, we proposed a single-stage oriented …
in a full scan dental panoramic image. In this study, we proposed a single-stage oriented …