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Convolutional Graph Isomorphism Network to Detect Glaucomatous Visual Field Defects.
da Costa Douglas R, Unyi Dániel, Scherer Rafael, Muralidhar Rohit, Ribeiro Monteiro Mario Luiz, Medeiros Felipe A
Ophthalmol SciDec 20250 citationsCross-Sectional Study
This study found a graph-based AI model (GIN) significantly outperforms traditional methods and other AI in detecting glaucomatous visual field defects, offering a more accurate and interpretable diagnostic tool.