NCT06918028Not yet recruiting
An Interpretable Fundus Diseases Report Generating System Based On Weakly Labelings
To Construct an Interpretable Multi-modal Report Generating System For Fundus Diseases Based On Weakly Labelings
Source: ClinicalTrials.gov · Last updated 9 Apr 2025 · Not updated for over 12 months - ask the site whether it is still open
Brief summary (registry, in English)
To establish a multimodal fundus image report generation model to realize an interpretable system for multiple fundus diseases, multimodal image analysis, diagnosis, and treatment decision automatic reporting based on weakly labeled training data. Construct an interpretable feature fusion network for the clinical and imaging features of fundus lesions, and we hope to extract new imaging markers that can predict the occurrence and progression of various fundus lesions at an early stage, and ultimately verify them in real clinical data, further providing possible directions for exploring the molecular mechanisms of refractory fundus lesions, and may also provide new ideas for the precise prevention and treatment of fundus lesions.
- Status (registry)
- Not yet recruiting
- Study type
- Observational
- Enrollment
- 9999 (estimated)
- First submitted
- 3 Mar 2025
- Start date
- May 2025
- Primary completion date
- Dec 2025
- Lead sponsor
- Zhongshan Ophthalmic Center, Sun Yat-sen University
- Diseases
- Macular degeneration, Diabetic eye disease
- NCT number
- NCT06918028
What you commit to
- Study type: Observational
- Planned participants: 9999
- From May 2025 to the primary completion date, Dec 2025
- 1 site in 1 country
- Visits and tests: ask the trial team, the registry does not list them
Built from the registry fields of ClinicalTrials.gov. It describes the study, not your situation.
Who cannot take part
Copied verbatim from ClinicalTrials.gov and grouped by topic. Only the trial team decides who can take part.
Other illness
- Disease group: 1. The image has serious quality problems; 2. The diagnostic report lacks key information.
Other
- Normal group: 1. The image has serious quality problems; 2. The diagnostic report lacks key information.
Who the study is looking for
- 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.
- 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.
Sex: All · Accepts healthy volunteers
Sites (1)
Sites in registry order. Pick your city on the disease page to sort them by distance.
| Site | City | Country | Site status |
|---|---|---|---|
| Zhongshan Ophthalmic Center Coordinator of this site? Confirm its status | Guangzhou | China | Unknown status |
This page is information, not medical advice. Discuss any trial with your doctor.