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Automated Detection and Standardized Description of Anterior Eye Signs Using Slit-Lamp Images

A Study on a Structured Recognition and Standardized Description Model for Anterior Segment Signs Based on Slit-Lamp Anterior Segment Photography

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600126031
Enrollment
Unknown
Registered
2026-06-02
Start date
2026-06-02
Completion date
Unknown
Last updated
2026-06-08

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

Conditions

Anterior segment imaging findings and clinical signs in slit-lamp anterior segment photographs

Interventions

Retrospective slit-lamp anterior segment photography dataset group:Not applicable

Sponsors

Eye Hospital, Wenzhou Medical University
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: 1.Patients who visited or were hospitalized in the Corneal Disease Specialty Group 101 or the Cornea and Ocular Surface Disease Center of the Eye Hospital of Wenzhou Medical University between January 1, 2013 and May 1, 2026. 2.Patients who underwent at least one slit-lamp anterior segment photography or anterior segment photography examination during previous clinical care. 3.Availability of corresponding demographic information, visit information, diagnostic information, or relevant medical record text. 4.Anterior segment structures are sufficiently visible in the images for sign recognition and annotation.

Exclusion criteria

Exclusion criteria: 1.Images with severe defocus, markedly abnormal exposure, or major obstruction of the observation area by eyelids, instruments, or other factors, making evaluation of key anterior segment signs impossible. 2.Corrupted or unreadable image files, or images that cannot be effectively linked to key information such as patient identity, laterality, or visit time. 3.Missing key clinical records that prevent necessary data verification or label construction. 4.Duplicate images or images clearly irrelevant to the study purpose. 5.Other data considered unsuitable for model training or evaluation after quality control by the research team.

Design outcomes

Primary

MeasureTime frame
Performance of anterior segment sign recognition;

Secondary

MeasureTime frame
Specialist subjective evaluation;Quality of standardized text descriptions;

Countries

China

Contacts

Public ContactWei Chen

Eye Hospital, Wenzhou Medical University

chenweimd@wmu.edu.cn+86 577 88396800

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Jun 11, 2026