Artificial intelligence in oral and maxillofacial radiology: what is currently possible?

Dento Maxillo Facial Radiology
Min-Suk HeoIn-Woo Park

Abstract

Artificial intelligence, which has been actively applied in a broad range of industries in recent years, is an active area of interest for many researchers. Dentistry is no exception to this trend, and the applications of artificial intelligence are particularly promising in the field of oral and maxillofacial (OMF) radiology. Recent researches on artificial intelligence in OMF radiology have mainly used convolutional neural networks, which can perform image classification, detection, segmentation, registration, generation, and refinement. Artificial intelligence systems in this field have been developed for the purposes of radiographic diagnosis, image analysis, forensic dentistry, and image quality improvement. Tremendous amounts of data are needed to achieve good results, and involvement of OMF radiologist is essential for making accurate and consistent data sets, which is a time-consuming task. In order to widely use artificial intelligence in actual clinical practice in the future, there are lots of problems to be solved, such as building up a huge amount of fine-labeled open data set, understanding of the judgment criteria of artificial intelligence, and DICOM hacking threats using artificial intelligence. If solutions to...Continue Reading

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Citations

Jun 14, 2021·Journal of Endodontics·Anita AminoshariaeVenkateshbabu Nagendrababu
Oct 14, 2021·Dento Maxillo Facial Radiology·Mohamed EstaiSajib Saha

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