Cross-Vendor Robustness of a Hybrid Deep Learning Framework for Four-Stage Periodontitis Classification on Panoramic Radiographs

Dentomaxillofacial Radiology · Published 2026-07-31 · DOI 10.1093/dmfr/twag055

Authors (8)

Sang-Jeong Lee, Ji Yong Han, Kyung-Hoe Huh, Min-Suk Heo, Sam-Sun Lee, Jo-Eun Kim, Su Yang, Won-Jin Yi

Abstract

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Publication details

Year

2026

Citation

Lee, S., Han, J., Huh, K., et al. (2026). Cross-Vendor Robustness of a Hybrid Deep Learning Framework for Four-Stage Periodontitis Classification on Panoramic Radiographs. Dentomaxillofacial Radiology. https://doi.org/10.1093/dmfr/twag055

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