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Histogram-Corrected Intraoral Photographs for Early Gingivitis Screening in Orthodontic Patients
Ji-Youn Kim1, Kyuseok Kim2, Han-Na Kim3
1Department of Dental Hygiene, College of Medical Science, Gachon University, Incheon, Republic of Korea.
International Journal of Dental Hygiene
|April 12, 2026
Summary
This study shows that intraoral photographs (IOPs) with histogram-based correction (HIC) can effectively screen for gingivitis during orthodontic treatment. This method aids in early detection and personalized oral care.
Area of Science:
- Orthodontics
- Periodontology
- Dental Imaging
Background:
- Gingivitis significantly impacts periodontal health during and after orthodontic treatment.
- Early detection and management of gingivitis are crucial to minimize tissue damage.
- Intraoral photographs (IOPs) offer a potential tool for monitoring gingival health.
Purpose of the Study:
- To investigate an early gingivitis detection method using IOPs.
- To evaluate the efficacy of histogram-based (HIC) and grey value-based intensity correction (GIC) methods for analyzing gingival redness.
- To correlate image analysis metrics with the gingival index (GI).
Main Methods:
- IOPs were collected at multiple time points during and after orthodontic treatment.
- Gingival redness was quantified using the red/green (R/G) ratio and grayscale visible-light value via HIC and GIC.
- The correlation between these image-derived metrics and the clinical GI was analyzed.
Main Results:
- Gingival index (GI) increased at later treatment stages (TO and IDO).
- HIC analysis showed increased R/G ratios in papillary gingivae at TO and IDO (p<0.01).
- HIC R/G ratio positively correlated with GI at debonding (IDO) in both maxillary and mandibular arches (p<0.001).
Conclusions:
- Intraoral photographs analyzed with HIC show promise as an early screening tool for gingivitis.
- Image correction techniques enhance diagnostic precision for gingivitis detection.
- This method supports personalized oral disease management through early intervention.

