Current applications and development of artificial intelligence for digital dental radiography

RH Putra, C Doi, N Yoda, ER Astuti… - Dentomaxillofacial …, 2022 - academic.oup.com
In the last few years, artificial intelligence (AI) research has been rapidly develo** and
emerging in the field of dental and maxillofacial radiology. Dental radiography, which is …

An overview of image processing for dental diagnosis

RB Chauhan, TV Shah, DH Shah, TJ Gohil… - Innovation and …, 2023 - World Scientific
Dental disease evaluation and clinical assessment are frequently accomplished through
radiographic penetration. The difficulty of obtaining an accurate clinical diagnosis from …

Dental caries diagnosis in digital radiographs using back-propagation neural network

V Geetha, KS Aprameya, DM Hinduja - Health information science and …, 2020 - Springer
Purpose An algorithm for diagnostic system with neural network is developed for diagnosis
of dental caries in digital radiographs. The diagnostic performance of the designed system is …

Dental caries detection using score-based multi-input deep convolutional neural network

A Imak, A Celebi, K Siddique, M Turkoglu… - IEEE …, 2022 - ieeexplore.ieee.org
Panoramic and periapical radiograph tools help dentists in diagnosing the most common
dental diseases, such as dental caries. Generally, dental caries is manually diagnosed by …

Dental caries diagnosis and detection using neural networks: a systematic review

M Prados-Privado, J García Villalón… - Journal of clinical …, 2020 - mdpi.com
Dental caries is the most prevalent dental disease worldwide, and neural networks and
artificial intelligence are increasingly being used in the field of dentistry. This systematic …

DCP: prediction of dental caries using machine learning in personalized medicine

IA Kang, S Ngnamsie Njimbouom, KO Lee, JD Kim - Applied Sciences, 2022 - mdpi.com
Dental caries is an infectious disease that deteriorates the tooth structure, with tooth cavities
as the most common result. Classified as one of the most prevalent oral health issues …

GV Black dental caries classification and preparation technique using optimal CNN-LSTM classifier

P Singh, P Sehgal - Multimedia Tools and Applications, 2021 - Springer
Dental caries is one of the oral diseases which are a major health problem for many people
across the globe. It can lead to pain, discomfort, disfigurement, and even death in some …

Caries and restoration detection using bitewing film based on transfer learning with CNNs

YC Mao, TY Chen, HS Chou, SY Lin, SY Liu, YA Chen… - Sensors, 2021 - mdpi.com
Caries is a dental disease caused by bacterial infection. If the cause of the caries is detected
early, the treatment will be relatively easy, which in turn prevents caries from spreading. The …

Automated caries screening using ensemble deep learning on panoramic radiographs

TH Bui, K Hamamoto, MP Paing - Entropy, 2022 - mdpi.com
Caries prevention is essential for oral hygiene. A fully automated procedure that reduces
human labor and human error is needed. This paper presents a fully automated method that …

Detection of the pathological exposure of pulp using an artificial intelligence tool: a multicentric study over periapical radiographs

A Altukroni, A Alsaeedi, C Gonzalez-Losada, JH Lee… - BMC Oral Health, 2023 - Springer
Background Introducing artificial intelligence (AI) into the medical field proved beneficial in
automating tasks and streamlining the practitioners' lives. Hence, this study was conducted …