Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

ISSN : 2394-2320 (Online)

Periodontal Disease Diagnosis App using Deep Learning with Radiographic Images

Author : Rachakrit Monyanon 1 Supanee Rassameemasmaung 2 Jira Kitisubkanchana 3 Pee Topothai 4 Nuanwan Soonthornphisaj. 5

Date of Publication :25th July 2023

Abstract: Periodontitis is a common oral disease in Thailand that can cause tooth loss if left untreated. This study developed a deep learning model and web/mobile application for diagnosing periodontal disease using radiographic images. The model achieved an impressive accuracy of 94.95% on the test set, surpassing the accuracy of expert dentists. The developed web and mobile application provides an accessible and user-friendly tool for dentists to improve the accuracy and efficiency of the diagnostic process for periodontal disease. The involvement of expert dentists from Mahidol University ensured the accuracy and reliability of the dataset used in this study.

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