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

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R. Shakespeare

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Open access Oct 2026

RFM: A Lightweight Retinal Foundation Model for Generalised Oculomics

Foundation models for colour fundus photography (CFP) are candidate visual encoders for multimodal medical AI, but existing models are large and are assessed under fine-tuning rather than the frozen-encoder conditions such systems impose. We present RFM (Retinal Foundation Model), a 64-million-parameter Vision Transfor...

J. Fajtl, R. Welikala, R. Shakespeare et al. · 0 citations

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