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To Construct An Interpretable Multi-modal Report Generating System For Fundus Diseases Based On Weakly Labeling

To Construct An Interpretable Multi-modal Report Generating System For Fundus Diseases Based On Weakly Labeling

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400091721
Enrollment
Unknown
Registered
2024-11-01
Start date
2024-11-01
Completion date
Unknown
Last updated
2024-11-04

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

Conditions

The fundus is the inside of the posterior portion of the eye, comprising the retina, macula, optic disc, fovea, and blood vessels. Fundus diseases are the disorders that affect these structures. Without timely detection and treatment of these diseases, permanent visual loss is possible.

Interventions

Disease group:With fundus diseases
Normal group:Without fundus diseases

Sponsors

The Zhongshan Ophthalmic Center,Sun Yat-sen University
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: 1.? Disease group: All multimodal fundus examination images containing fundus lesions, examined from January 2011 to December 2023, including fundus photography, as well as OCT, OCTA, FFA, ICGA, B-ultrasound and corresponding imaging reports. Images could be either clear or unclear, reports are either complete or incomplete. 2.? Normal group: All multimodal fundus examination images without fundus lesions, examined from January 2011 to December 2023, including fundus photography, as well as OCT, OCTA, FFA, ICGA, B-ultrasound and corresponding imaging reports. Images could be either clear or unclear, reports are either complete or incomplete.

Exclusion criteria

Exclusion criteria: 1.? Disease group: 1. The image has serious quality problems; 2. The diagnostic report lacks key information. 2.? Normal group: 1. The image has serious quality problems; 2. The diagnostic report lacks key information.

Design outcomes

Primary

MeasureTime frame
1. Fundus photography: morphological manifestations of the retina, blood vessels, and optic nerve2. OCT: changes in retinal thickness, manifestations of lesions in each layer, thickness, morphology and manifestations of lesions in the macular area and optic nerve fiber layer3. OCTA: density, morphology, and manifestations of lesions of retinal blood vessels4. FFA: dynamic observation of changes in retinal blood vessels and lesions5. ICGA: dynamic observation of changes in choroidal blood ves;

Countries

China

Contacts

Public ContactWenjia Cai

The Zhongshan Ophthalmic Center,Sun Yat-sen University

caiwenjia@gzzoc.com+86 15017593912

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026