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Sep 2026

Multimodal prediction of MCI-to-dementia conversion over a two-year window.

An explainable multimodal machine-learning framework to predict progression from MCI to dementia within a clinically meaningful two-year period is developed and the convergence of cognitive impairment and region-specific neurodegeneration emerged as the strongest indicator of conversion risk.

Bipul Simkhada, T. Y. Liang, Xue-Ting Cui et al. · 1 citation · ⚡1

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