Article

Balanced deep learning on multi-omics networks identifies molecular subgroups of pathological brain aging

2026-02-19

Abstract excerpt

<h4>Background</h4> Neurodegenerative diseases, including Alzheimer’s disease (AD), exhibit substantial clinical and molecular heterogeneity, complicating accurate diagnosis and development of effective therapies. Although multi-omics profiling provides unprecedented molecular resolution, systematic integration of high-dimensional, imbalanced data modalities with disease-relevant biological networks remains a met...

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Literature Corpus work: 11dc160a-4b75-5a40-a867-61050bb8c901
DOI: 10.64898/2026.02.18.26346567

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