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Review Aug 2026

TDP-43-Associated Neurodegenerative Disease Conceptualization and Integrated Staging: A Review.

A pathobiological definition of disease is proposed to provide a road map for developing biomarkers that accurately reflect the underlying pathobiology of disease and for advancing therapeutic candidates that effectively target fundamental disease mechanisms.

M. Benatar, SJ Barmada, Gregory A. Jicha et al. · 1 citation
#machine learning Open access Dec 2024

Enhancing brain age estimation with structural MRI and synthesized cerebral blood volume maps

Abstract Brain age gap estimation (BrainAGE) is a promising imaging-derived biomarker of neurobiological ageing and disease risk, yet current approaches rely predominantly on T1-weighted structural MRI, overlooking functional vascular changes that may precede tissue damage and cognitive decline. Deep learning-derived c...

Jordan Jomsky, Zongyu Li, Kay C. Igwe et al. · 1 citation

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