Artificial intelligence its uses and application in pediatric dentistry: a review

S Vishwanathaiah, HN Fageeh, SB Khanagar… - Biomedicines, 2023 - mdpi.com
In the global epidemic era, oral problems significantly impact a major population of children.
The key to a child's optimal health is early diagnosis, prevention, and treatment of these …

[HTML][HTML] A comprehensive survey of deep learning algorithms and applications in dental radiograph analysis

S Bhat, GK Birajdar, MD Patil - Healthcare Analytics, 2023 - Elsevier
The Integration of machine learning and traditional image processing in dentistry has
resulted in many applications like automatic teeth identification and numbering, caries …

Detecting the presence of taurodont teeth on panoramic radiographs using a deep learning-based convolutional neural network algorithm

S Duman, EF Yılmaz, G Eşer, Ö Çelik, IS Bayrakdar… - Oral Radiology, 2023 - Springer
Objectives Artificial intelligence (AI) techniques like convolutional neural network (CNN) are
a promising breakthrough that can help clinicians analyze medical imaging, diagnose …

Therapeutic strategies of primary molar infraocclusion: a systematic review

A Patano, AM Inchingolo, C Laudadio, D Azzollini… - Children, 2023 - mdpi.com
Background: Infraocclusion of deciduous molars is a clinical disturbance that occurs during
primary and mixed dentition and has some orthodontic implications. Infraoccluded teeth are …

[HTML][HTML] A deep learning approach to permanent tooth germ detection on pediatric panoramic radiographs

E Kaya, HG Gunec, KC Aydin, ES Urkmez… - Imaging science in …, 2022 - ncbi.nlm.nih.gov
Purpose The aim of this study was to assess the performance of a deep learning system for
permanent tooth germ detection on pediatric panoramic radiographs. Materials and Methods …

Current Applications of Artificial Intelligence for Pediatric Dentistry: A Systematic Review and Meta-Analysis

R Rokhshad, P Zhang, H Mohammad-Rahimi… - Pediatric …, 2024 - ingentaconnect.com
Purpose: To systematically evaluate artificial intelligence applications for diagnostic and
treatment planning possibilities in pediatric dentistry. Methods: PubMed®, EMBASE® …

Automatic segmentation and detection of ectopic eruption of first permanent molars on panoramic radiographs based on nnU‐Net

H Zhu, H Yu, F Zhang, Z Cao, F Wu… - International Journal of …, 2022 - Wiley Online Library
Aim The purpose of this research was to present an artificial intelligence (AI) model, which
can automatically segment and detect ectopic eruption of first permanent molars (EMMs) in …

A pilot study of a deep learning approach to detect marginal bone loss around implants

M Liu, S Wang, H Chen, Y Liu - BMC Oral Health, 2022 - Springer
Background Recently, there has been considerable innovation in artificial intelligence (AI)
for healthcare. Convolutional neural networks (CNNs) show excellent object detection and …

[HTML][HTML] Artificial intelligence in pediatric dentistry–A systematic review

K Mahajan, SS Kunte, KV Patil, PP Shah… - Journal of Dental …, 2023 - journals.lww.com
Background: Artificial intelligence (AI) refers to the development of computer systems
capable of performing tasks that normally require human intelligence. AI and its subsets …

Quantitative level determination of fixed restorations on panoramic radiographs using deep learning

A Top, M Özdoğan, M Yeniad - International Journal of …, 2023 - avesis.aybu.edu.tr
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 …