Prediction of future dementia among patients with mild cognitive impairment (MCI) by integrating multimodal clinical data.

Several measurements of the hippocampus were also highly significant, which was also expected given the association between hippocampal atrophy and dementia [ [45] , [46] , [47] ]. 3.3 Performance of EI and benchmark methods for early detection of dementia Fig. 3 shows the cross-validation-derived performance on the training set of EI applied to all modalities, EI applied to each individual modality and both benchmark methods (XGBoost and autoencoder).

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