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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Rafael Albuquerque

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Review Open access Sep 2026

Beyond classification: a systematic review of advanced predictive methodologies in retinal image analysis

This systematic review synthesizes the state-of-the-art computational pipelines, training paradigms, and explainability frameworks that enable the extraction of predictive systemic biomarkers from retinal imaging and highlights a methodological mandate for eXplainable Artificial Intelligence (XAI) in clinical translati...

Hítalo Silva, Arlington Rodrigues, Rafael Albuquerque et al. · 0 citations

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