Estimation of Alveolar Bone Loss in Periodontitis Using Machine Learning

Estimation of Alveolar Bone Loss in Periodontitis Using Machine Learning

Aim: The objective of this research was to perform a pilot study to develop an automatic analysis of periapical radiographs from patients with and without periodontitis for the percentage alveolar bone loss (ABL) on the approximal surfaces of teeth using a supervised machine learning model, that is,...

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Bibliographic Details
Main Authors: Nektarios Tsoromokos, Sarah Parinussa, Frank Claessen, David Anssari Moin, Bruno G. Loos
Format: Article
Language:English
Published: Elsevier 2022-10-01
Series:International Dental Journal
Subjects:
Alveolar bone loss
Machine learning
Convolutional neural network
Periapical radiographs
Periodontitis
Online Access:http://www.sciencedirect.com/science/article/pii/S002065392200034X

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http://www.sciencedirect.com/science/article/pii/S002065392200034X

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