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Jason I. Comander

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#artificial intelligence Preprint Apr 2026

Diagnostic-Guided Longitudinal Modeling for Forecasting Retinal Atrophy Progression

Temporal Retinal U-Net is developed, a deterministic single-pass predictor conditioned on irregular imaging history and prediction horizon that achieved the strongest overall performance among the evaluated classical and deep-learning comparators on image-level and eye-specific progression measures.

Li-Yin Chen, Souvick Mukherjee, Ines Maria De Carvalho Lains et al. · 0 citations

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