Caries and Restoration Detection Using Bitewing Film Based on Transfer Learning with CNNs

Caries and Restoration Detection Using Bitewing Film Based on Transfer Learning with CNNs

Caries is a dental disease caused by bacterial infection. If the cause of the caries is detected early, the treatment will be relatively easy, which in turn prevents caries from spreading. The current common procedure of dentists is to first perform radiographic examination on the patient and mark t...

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Bibliographic Details
Main Authors: Yi-Cheng Mao, Tsung-Yi Chen, He-Sheng Chou, Szu-Yin Lin, Sheng-Yu Liu, Yu-An Chen, Yu-Lin Liu, Chiung-An Chen, Yen-Cheng Huang, Shih-Lun Chen, Chun-Wei Li, Patricia Angela R. Abu, Wei-Yuan Chiang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
biomedical image
bitewing film
Gaussian high-pass filter
Otsu’s thresholding
deep learning
CNN
Online Access:https://www.mdpi.com/1424-8220/21/13/4613

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https://www.mdpi.com/1424-8220/21/13/4613

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