Deep learning for caries detection: a systematic review

H Mohammad-Rahimi, SR Motamedian, MH Rohban… - Journal of Dentistry, 2022 - Elsevier
Objectives Detecting caries lesions is challenging for dentists, and deep learning models
may help practitioners to increase accuracy and reliability. We aimed to systematically …

Detecting dental caries on oral photographs using artificial intelligence: A systematic review

M Moharrami, J Farmer, S Singhal, E Watson… - Oral …, 2024 - Wiley Online Library
Objectives This systematic review aimed at evaluating the performance of artificial
intelligence (AI) models in detecting dental caries on oral photographs. Methods …

[HTML][HTML] Analysis of deep learning techniques for dental informatics: a systematic literature review

S AbuSalim, N Zakaria, MR Islam, G Kumar, N Mokhtar… - Healthcare, 2022 - mdpi.com
Within the ever-growing healthcare industry, dental informatics is a burgeoning field of study.
One of the major obstacles to the health care system's transformation is obtaining …

[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 …

Machine learning techniques for periodontitis and dental caries detection: A narrative review

RC Radha, BS Raghavendra, BV Subhash… - International journal of …, 2023 - Elsevier
Objectives In recent years, periodontitis, and dental caries have become common in humans
and need to be diagnosed in the early stage to prevent severe complications and tooth loss …

Design of hybrid dental caries segmentation and caries detection with meta-heuristic-based ResneXt-RNN

AR Kumari, SN Rao, PR Reddy - Biomedical Signal Processing and Control, 2022 - Elsevier
The early identification of dental caries is necessary for corresponding treatments and the
above reason, the bitewing radiography is utilized to offer initial caries detection. In clinical …

Dental caries diagnosis using neural networks and deep learning: a systematic review

P Forouzeshfar, AA Safaei, F Ghaderi… - Multimedia Tools and …, 2024 - Springer
Dental caries is one of the oral health problems and the most common chronic infectious
disease of childhood, and neural networks and artificial intelligence are increasingly being …

Fast R-CNN approaches for transforming dental caries detection: an in-depth investigation

S Kanagamalliga, R Jayashree, R Guna… - 2024 International …, 2024 - ieeexplore.ieee.org
Dental caries, a progressive bacterial infection, is a leading cause of tooth loss, often due to
inadequate dental hygiene. Addressing this pervasive issue is essential to mitigate various …

Develo** an AI-based application for caries index detection on intraoral photographs

N Adnan, SM Faizan Ahmed, JK Das, S Aijaz… - Scientific Reports, 2024 - nature.com
This study evaluates the effectiveness of an Artificial Intelligence (AI)-based smartphone
application designed for decay detection on intraoral photographs, comparing its …

[PDF][PDF] Teeth and technology: the responsibility of artificial intelligence techniques in the dental Field-A literature review

MM Mijwil - Wasit Journal of Computer and Mathematics Science, 2024 - iasj.net
With the significant growth of modern technology and its integration into many different
industries, especially in the healthcare sector, artificial intelligence is one of the critical …