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Paul M. Matthews

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#machine learning Preprint Sep 2026

MMAP: Multimodal Missing-Aware Pretraining for Longitudinal Alzheimer's Prediction

Clinical decision making heavily relies on predicting the disease progression trajectory by seeking to understand patient's health status which is characterised by multimodal medical data. AI holds great potential for learning useful representations from multimodal medical data to predict disease progression and aid cl...

Fiona Kekwick, Matthew Baugh, Bernhard Kainz et al. · 0 citations

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