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M. Bibars

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#artificial intelligence Preprint Aug 2026

TAMI: Temporally Aligned, Missingness-Aware, and Interpretable Multimodal Fusion for Mental Health Assessment in Older Adults with Mild Cognitive Impairment

A Temporally-Aligned, Missingness-Aware, Interpretable (TAMI) multimodal fusion framework that aligns speech, language, facial, and physiological features within question-answer segments on a shared timeline, encodes modality-level missingness over time, and conditions fusion on question context is proposed.

M. Bibars, Bolaji Omofojoye, A. Levey et al. · 0 citations