Automatic diagnosis for cysts and tumors of both jaws on panoramic radiographs using a deep convolution neural network

OBJECTIVES: The purpose of this study was to automatically diagnose odontogenic cysts and tumors of both jaws on panoramic radiographs using deep learning. We proposed a novel framework of deep convolution neural network (CNN) with data augmentation for detection and classification of the multiple d...

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Detalles Bibliográficos
Publicado en:Dentomaxillofac Radiol
Main Authors: Kwon, Odeuk, Yong, Tae-Hoon, Kang, Se-Ryong, Kim, Jo-Eun, Huh, Kyung-Hoe, Heo, Min-Suk, Lee, Sam-Sun, Choi, Soon-Chul, Yi, Won-Jin
Formato: Artigo
Idioma:Inglês
Publicado: The British Institute of Radiology. 2020
Assuntos:
Research Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7719862/
https://ncbi.nlm.nih.gov/pubmed/32574113
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1259/dmfr.20200185
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