Author

M. Espeland

2 papers indexed here

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Preprint Aug 2026

GenFAR: A generalized representation of brain structure, derived from 49,246 multi-cohort MRIs via deep learning

GenFAR, a modular deep learning framework that learns general, clinically informed features from brain MRIs, is introduced, showing that using the learned feature representation can substantially increase the sample efficiency of secondary deep learning training tasks and models, as well as improve their accuracy.

V. Bashyam, G. Erus, Jun-Hao Wen et al. · 0 citations

Open access Jul 2026

Blood DNA Methylation Predicts Long-Term Risk of Dementia in Prospective Cohorts

Findings support cg05917797 as a reproducible blood-based epigenetic marker of long-term dementia risk and higher methylation at cg05917797 was associated with lower Braak stage in temporal gyrus and cerebellum.

A. Maihofer, C. Mackey, J. Robertson et al. · medRxiv · 0 citations