Author

Nicola Barban

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Open access Sep 2026

Integrating social, lifestyle, and genetic profiles to predict epigenetic age acceleration in older adults

Epigenetic age acceleration (EAA) is linked to social, lifestyle, and behavioural exposures, yet their relative importance when considered together remains unclear. To address this gap, we take an integrative, multi-domain approach to compare the relative importance of demographic, socioeconomic, psychosocial, health...

M. Talens, Nicola Barban · npj Aging · 0 citations

#machine learning Review Sep 2026

Births are difficult to predict even with rich survey and full-population register data

Major life events have proven difficult to predict. Does this reflect limits of theory, data, and algorithms, or the large role of chance? We examine one outcome - having a child within three years - through a near-ideal setting for prediction: a data challenge where 147 researchers predicted births for Dutch residents...

E. Sivak, Emily M Cantrell, Thomas Emery et al. · 0 citations