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Open access Aug 2026

Identification and phenotypic profiling of subgroups with distinct cognitive aging trajectories.

Cognitive aging is shaped by genetic variation, environmental factors, and health-related conditions. Until now, it is largely unclear why some individuals maintain their cognitive function, and others show progressive cognitive decline. This study uncovered determinants of distinct cognitive aging trajectories in the...

L. Federmann, Christian Mychajliw, U. Suenkel et al. · 0 citations
Open access Jul 2026

From Fairness Findings to Fairness Claims: An Evidence Classification Scheme for Clinical AI

An evidence classification scheme is introduced that screens for sample size and precision, and integrates stability across design alternatives directly into the fairness claim, on the estimation of the brain-age gap from structural MRI using the Alzheimer's Disease Neuroimaging Initiative data.

D. Stark, K. Ritter, Alzheimer's Disease Neuroimaging Initiative · 0 citations

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