Intelligent diagnosis of periapical pathologies in dental radiographs using an optimized triple-ensemble deep learning framework with real-world clinical validation

Rapeepan Pitakaso, Kittipit Klanliang, Peerawat Luesak, Sarayut Gonwirat, Chutchai Kaewta, Prem Enkvetchakul, Chawis Boonmee

Open source

DOI
10.1016/j.iswa.2026.200716
Published
09
Container
Intelligent Systems with Applications
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1016/j.iswa.2026.200716,
  title = {Intelligent diagnosis of periapical pathologies in dental radiographs using an optimized triple-ensemble deep learning framework with real-world clinical validation},
  author = {Rapeepan Pitakaso and Kittipit Klanliang and Peerawat Luesak and Sarayut Gonwirat and Chutchai Kaewta and Prem Enkvetchakul and Chawis Boonmee},
  year = {2026},
  journal = {Intelligent Systems with Applications},
  doi = {10.1016/j.iswa.2026.200716},
  url = {https://doi.org/10.1016/j.iswa.2026.200716}
}

RIS

TY  - JOUR
TI  - Intelligent diagnosis of periapical pathologies in dental radiographs using an optimized triple-ensemble deep learning framework with real-world clinical validation
AU  - Rapeepan Pitakaso
AU  - Kittipit Klanliang
AU  - Peerawat Luesak
AU  - Sarayut Gonwirat
AU  - Chutchai Kaewta
AU  - Prem Enkvetchakul
AU  - Chawis Boonmee
PY  - 2026
JO  - Intelligent Systems with Applications
DO  - 10.1016/j.iswa.2026.200716
UR  - https://doi.org/10.1016/j.iswa.2026.200716
ER  - 

APA

Pitakaso, R., Klanliang, K., Luesak, P., Gonwirat, S., Kaewta, C., Enkvetchakul, P., & Boonmee, C. (2026). Intelligent diagnosis of periapical pathologies in dental radiographs using an optimized triple-ensemble deep learning framework with real-world clinical validation. Intelligent Systems with Applications. https://doi.org/10.1016/j.iswa.2026.200716

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