AINeutralarXiv – CS AI · 6h ago6/10
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REVEAL++: Differentiable Phenotypic Grouping for Vision-Language Retinal Modeling of Alzheimer's Disease Risk
Researchers introduce REVEAL++, an advanced vision-language model that uses continuous phenotypic grouping to improve Alzheimer's disease risk prediction from retinal imaging data. Unlike prior discrete clustering approaches, the framework treats disease risk similarity as a learnable, differentiable signal, demonstrating superior performance on UK Biobank data for early cognitive decline detection.