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Fine-Grained Intelligent Diagnosis System for Strabismus Based on Multi-Agent Collaboration and Knowledge-Guided Interpretability

Fine-Grained Intelligent Diagnosis System for Strabismus Based on Multi-Agent Collaboration and Knowledge-Guided Interpretability

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600122191
Enrollment
Unknown
Registered
2026-04-10
Start date
2026-04-27
Completion date
Unknown
Last updated
2026-04-14

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

Conditions

Strabismus

Interventions

Gold Standard:Prism alternating cover test
Index test:An intelligent analysis system that fuses nine-eye gaze images with clinical diagnosis rules

Sponsors

Joint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: 1.Patients were diagnosed with strabismus in Joint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong, including: Concomitant exotropia, Concomitant esotropia, Concomitant exotropia with A-pattern Concomitant exotropia with V-pattern, Concomitant esotropia with V-pattern, Vertical strabismus 2. Underwent nine-gaze position photography; 3. Agreed to participate in this study and voluntarily signed an informed consent form.

Exclusion criteria

Exclusion criteria: 1. Poor image quality 2. With a history of strabismus surgery

Design outcomes

Primary

MeasureTime frame
Diagnostic consistency (Kappa coefficient);Direction Accuracy (AccDir);Pattern Accuracy (AccDeg);F1-score;

Countries

China

Contacts

Public ContactLi Luo

Joint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong

luoli1208@163.com+86 134 1196 3752

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Apr 17, 2026