Deep Learning Hybrid Method to Automatically Diagnose Periodontal Bone Loss and Stage Periodontitis

We developed an automatic method for staging periodontitis on dental panoramic radiographs using the deep learning hybrid method. A novel hybrid framework was proposed to automatically detect and classify the periodontal bone loss of each individual tooth. The framework is a hybrid of deep learning...

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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Chang, Hyuk-Joon, Lee, Sang-Jeong, Yong, Tae-Hoon, Shin, Nan-Young, Jang, Bong-Geun, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Choi, Soon-Chul, Kim, Tae-Il, Yi, Won-Jin
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2020
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7200807/
https://ncbi.nlm.nih.gov/pubmed/32372049
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-64509-z
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