Performance of deep learning object detection technology in the detection and diagnosis of maxillary sinus lesions on panoramic radiographs

OBJECTIVE: The first aim of this study was to determine the performance of a deep learning object detection technique in the detection of maxillary sinuses on panoramic radiographs. The second aim was to clarify the performance in the classification of maxillary sinus lesions compared with healthy m...

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Vydáno v:Dentomaxillofac Radiol
Hlavní autoři: Kuwana, Ryosuke, Ariji, Yoshiko, Fukuda, Motoki, Kise, Yoshitaka, Nozawa, Michihito, Kuwada, Chiaki, Muramatsu, Chisako, Katsumata, Akitoshi, Fujita, Hiroshi, Ariji, Eiichiro
Médium: Artigo
Jazyk:Inglês
Vydáno: The British Institute of Radiology. 2021
Témata:
Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7780831/
https://ncbi.nlm.nih.gov/pubmed/32618480
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1259/dmfr.20200171
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