Deep Learning Model for Classifying Periodontitis Stages on Dental Panoramic Radiography

Deep Learning Model for Classifying Periodontitis Stages on Dental Panoramic Radiography

In this study, an integrated deep learning framework was developed for classifying the periodontitis stages of each individual tooth using dental panoramic radiographs. Based on actual patient panoramic radiographs data, the bone loss by periodontitis and cementoenamel junction boundaries were detec...

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Bibliographic Details
Main Authors: Ho Sun Shon, Vungsovanreach Kong, Jae Sung Park, Wooyeong Jang, Eun Jong Cha, Sang-Yup Kim, Eun-Young Lee, Tae-Geon Kang, Kyung Ah Kim
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Applied Sciences
Subjects:
periodontitis
deep learning
radiographic bone loss
Online Access:https://www.mdpi.com/2076-3417/12/17/8500

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