Automated Detection of Periodontal Bone Loss Using Deep Learning and Panoramic Radiographs: A Convolutional Neural Network Approach

Automated Detection of Periodontal Bone Loss Using Deep Learning and Panoramic Radiographs: A Convolutional Neural Network Approach

(1) Background: The accurate diagnosis of periodontal disease typically involves complex clinical and radiologic examination. However, recent studies have demonstrated the potential of deep learning in improving diagnostic accuracy and reliability through the development of computer-aided detection...

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Bibliographic Details
Main Authors: Jihye Ryu, Dong-Min Lee, Yun-Hoa Jung, OhJin Kwon, SunYoung Park, JaeJoon Hwang, Jae-Yeol Lee
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
artificial intelligence
deep learning
diagnostic imaging
periodontitis
periodontal bone loss
Online Access:https://www.mdpi.com/2076-3417/13/9/5261

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