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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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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7200807/
https://www.ncbi.nlm.nih.gov/pubmed/32372049
http://dx.doi.org/10.1038/s41598-020-64509-z