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Research on the development and clinical validation of an AI-driven precision diagnostic system for periodontal disease with multimodal data fusion-A Retrospective Research

Research on the development and clinical validation of an AI-driven precision diagnostic system for periodontal disease with multimodal data fusion-A Retrospective Research

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600126654
Enrollment
Unknown
Registered
2026-06-12
Start date
2026-06-15
Completion date
Unknown
Last updated
2026-06-15

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Periodontal disease

Interventions

Gold Standard:Periodontal diagnosis, staging, and grading independently determined by two or more senior periodontists according to the 2018 international classification, with consensus reached by dis

Sponsors

Peking University Hospital of Stomatology
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 60 Years

Inclusion criteria

Inclusion criteria: 1. Aged 18-60 years, no gender restriction; 1. Previously diagnosed with periodontal disease at the participating institutions; 2. For the first documented periodontal diagnosis at the participating institutions, complete periodontal clinical examination data and imaging records are required (clinical examination must include at least probing depth and bleeding index), and both data sets are obtained contemporaneously.

Exclusion criteria

Exclusion criteria: 1.Pregnancy at the time of enrollment; 2.History of orthodontic or orthognathic treatment; 3.Fewer than or equal to 10 remaining natural teeth at the time of enrollment.

Design outcomes

Primary

MeasureTime frame
Probing Depth, PD;Bleeding Index, BI;

Secondary

MeasureTime frame
ROC-AUC;Bone Defect Morphology;Plaque Index, PLI;Recall;Bone Defect Angle;Alveolar Bone Loss Percentage;Accuracy;Bone Defect Width;Precision;Alveolar Bone Loss Height;Clinical Attachment Loss, CAL;F1?Score;Bone Defect Depth;

Countries

China

Contacts

Public ContactHu Wenjie

Peking University Hospital of Stomatology

huwenjie@pkuss.bjmu.edu.cn+86 10 82195368

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Jun 21, 2026