Artificial Intelligence–Driven Differentiation Between Uveal Melanoma and Nevus Based on Fundus Photographs: A Systematic Review and Meta-Analysis

Key Points

• AI-based analysis effectively distinguishes uveal melanoma from nevi using fundus photographs, providing new diagnostic avenues.
• The systematic review includes multiple studies, highlighting AI's potential accuracy in diagnosing ocular tumors.
• Computational methods enhance clinical decision-making by offering an automated approach to fundus image interpretation.
• These findings suggest AI could revolutionize the diagnosis of uveal melanoma, but implementation in clinical practice requires further validation.

Abstract