Artificial intelligence for caries detection: a novel diagnostic tool using deep learning algorithms.

Yiliang Liu Kai XiaYueyan CenSancong YingZhi-He Zhao

Published in: Oral radiology (2024)

According to the results obtained from the experiments, the automatic assessment tool using the ResNet + SAM model shows remarkable performance and has excellent possibilities in identifying dental caries. The use of the assessment tool in clinical practice can be of great benefit as a clinical decision-making support in dentistry and reduce the workload of dentists.

Keyphrases

deep learning
artificial intelligence
machine learning
clinical practice
decision making
big data
convolutional neural network
loop mediated isothermal amplification
label free
oral health
real time pcr