CognitiveTwin combines Transformer multi-modal fusion and Deep Markov Models on longitudinal AD data to deliver personalized cognitive decline predictions that are fair across demographics and robust to missing data.
Predicting the time of conversion to mci in the elderly: role of verbal expression and learning.Neurology, 73(18):1436–1442, 2009
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CognitiveTwin: Robust Multi-Modal Digital Twins for Predicting Cognitive Decline in Alzheimer's Disease
CognitiveTwin combines Transformer multi-modal fusion and Deep Markov Models on longitudinal AD data to deliver personalized cognitive decline predictions that are fair across demographics and robust to missing data.