Machine learning assisted classification of periodontal health and periodontitis using alveolar bone loss measurements on bitewing radiographs

Sunaina Shetty Yadadi, Raghavendra M. Shetty, V. Sowmya, Wael Bakie, Karim Jaziri, Hamza Alsaraierh, Hisham Abu Hijazi, Gadila Siri Reddy, Subhashini Sudhakar, Vineet Vinay, Vijay B. Desai

Open source

DOI
10.3389/froh.2026.1814025
Published
2026-05-28
Container
Frontiers in Oral Health
Publisher
Frontiers Media SA
Open access
unknown

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BibTeX

@article{allodium:10.3389/froh.2026.1814025,
  title = {Machine learning assisted classification of periodontal health and periodontitis using alveolar bone loss measurements on bitewing radiographs},
  author = {Sunaina Shetty Yadadi and Raghavendra M. Shetty and V. Sowmya and Wael Bakie and Karim Jaziri and Hamza Alsaraierh and Hisham Abu Hijazi and Gadila Siri Reddy and Subhashini Sudhakar and Vineet Vinay and Vijay B. Desai},
  year = {2026},
  journal = {Frontiers in Oral Health},
  doi = {10.3389/froh.2026.1814025},
  url = {https://doi.org/10.3389/froh.2026.1814025}
}

RIS

TY  - JOUR
TI  - Machine learning assisted classification of periodontal health and periodontitis using alveolar bone loss measurements on bitewing radiographs
AU  - Sunaina Shetty Yadadi
AU  - Raghavendra M. Shetty
AU  - V. Sowmya
AU  - Wael Bakie
AU  - Karim Jaziri
AU  - Hamza Alsaraierh
AU  - Hisham Abu Hijazi
AU  - Gadila Siri Reddy
AU  - Subhashini Sudhakar
AU  - Vineet Vinay
AU  - Vijay B. Desai
PY  - 2026
JO  - Frontiers in Oral Health
DO  - 10.3389/froh.2026.1814025
UR  - https://doi.org/10.3389/froh.2026.1814025
ER  - 

APA

Yadadi, S. S., Shetty, R. M., Sowmya, V., Bakie, W., Jaziri, K., Alsaraierh, H., Hijazi, H. A., Reddy, G. S., Sudhakar, S., Vinay, V., & Desai, V. B. (2026). Machine learning assisted classification of periodontal health and periodontitis using alveolar bone loss measurements on bitewing radiographs. Frontiers in Oral Health. https://doi.org/10.3389/froh.2026.1814025

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