Using advanced imaging to improve recovery after eye surgery

Multimodal Imaging in Vitreo-retinal Surgery and Macular Dystrophies: Biomarkers of Morpho-Functional Recovery by Artificial Intelligence

Observational Fondazione Policlinico Universitario Agostino Gemelli IRCCS · NCT05747144

This study is testing if advanced imaging can help doctors predict how well patients will recover after eye surgery for issues like macular holes and retinal detachment.

Quick facts

Study typeObservational
Enrollment100 (estimated)
Ages18 Months and up
SexAll
SponsorFondazione Policlinico Universitario Agostino Gemelli IRCCS Academic / other
Locations1 site (Rome)
Trial IDNCT05747144 on ClinicalTrials.gov

What this trial studies

This study aims to identify morphological and functional biomarkers that can predict post-operative recovery in patients undergoing vitreoretinal surgery for conditions such as macular holes and retinal detachment. By utilizing machine learning techniques and decisional support systems, the research seeks to analyze multimodal big data to enhance patient assessment and personalize surgical approaches. The goal is to better target patients who are likely to benefit from surgery, thereby improving outcomes and recovery times.

Who should consider this trial

Good fit: Ideal candidates include adults scheduled for vitreoretinal surgery due to macular holes, epiretinal membranes, retinal detachment, or macular dystrophies.

Not a fit: Patients under 18 years of age or those unable to undergo morphological examinations due to poor cooperation or media opacity may not benefit from this study.

Why it matters

Potential benefit: If successful, this study could lead to more personalized and effective treatment strategies for patients undergoing vitreoretinal surgery.

How similar studies have performed: Other studies utilizing machine learning and multimodal imaging in ophthalmology have shown promising results, indicating potential for success in this approach.

Eligibility criteria

Show full inclusion / exclusion criteria
Inclusion Criteria:

* All patients to undergo vitreo-retinal surgery for:

  1. Macular hole
  2. Epiretinal membranes
  3. Retinal detachment
  4. Macular dystrophies (retinal pre-prosthesis)

Exclusion Criteria:

* Patients under 18 years of age will be excluded; patients in whom morphological examinations cannot be performed due to poor cooperation or opacity of the dioptric media (e.g. corneal pathology). Quality of morphological images inadequate for post acquisition processing (\<6/10).

Where this trial is running

Rome

Study contacts

How to participate

  1. Review the eligibility criteria above with your treating physician.
  2. Visit the official trial page on ClinicalTrials.gov for the most current contact information and recruitment status.
  3. Contact the listed study coordinator or principal investigator to request pre-screening. Pre-screening is free and never obligates you to enroll.
Conditions Macular HolesEpiretinal MembraneRetinal DetachmentMacular Dystrophiesvitreoretinal surgerymachine learningdecisional support systems
Last reviewed 2026-06-13 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.