Maithri, M. and Ballal, Dhanush G. and Kumar, Santhosh and Raghavendra, U. and Gudigar, Anjan and Chan, Wai Yee and Macherla, Shravya and Vineetha, Ravindranath and Gopalkrishna, Pratibha and Ciaccio, Edward J. and Acharya, U. Rajendra (2022) Development of a computational tool for the estimation of alveolar bone loss in oral radiographic images. Computation, 10 (1). ISSN 2079-3197, DOI https://doi.org/10.3390/computation10010008.
Full text not available from this repository.Abstract
The present study evaluated a newly developed computational tool (CT) to assess the alveolar bone space and the alveolar crest angle and compares it to dentist assessment (GT). The novel tool consisted of a set of processes initiated with image enhancement, points localization, and angle and area calculations. In total, we analyzed 148 sites in 39 radiographic images, and among these, 42 sites were selected and divided into two groups of non-periodontitis and periodontitis. The alveolar space area (ASA) and alveolar crest angle (ACA) were estimated. The agreement between the computer software and the ground truth was analyzed using the Bland–Altman plot. The sensitivity and specificity of the computer tool were measured using the ROC curve. The Bland–Altman plot showed an agreement between the ground truth and the computational tool in all of the parameters assessed. The ROC curve showed 100 sensitivity and 100 specificity for 12.67 mm of the alveolar space area. The maximum percentage of sensitivity and specificity were 80.95 for 13.63 degrees of the alveolar crest angle. Computer tool assessment provides accurate disease severity and treatment monitoring for evaluating the alveolar space area (ASA) and the alveolar crest angle (ACA). © 2022 by the authors. Licensee MDPI, Basel, Switzerland.
| Item Type: | Article |
|---|---|
| Funders: | Department of Periodontology, Department of Oral Medicine |
| Additional Information: | Cited by: 2; All Open Access, Gold Open Access |
| Uncontrolled Keywords: | Alveolar crest angle; Alveolar space area; Computer aided tool; Periodontitis; Sensitivity; Specificity |
| Subjects: | R Medicine > RK Dentistry |
| Divisions: | Universiti Malaya Medical Centre (UMMC) |
| Depositing User: | Ms. Juhaida Abd Rahim |
| Date Deposited: | 19 Nov 2023 03:53 |
| Last Modified: | 19 Nov 2023 03:53 |
| URI: | http://eprints.um.edu.my/id/eprint/43222 |
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