Rutger C. M. E. Engels

The paper uses ensemble machine learning to predict future drinking in young adults by combining MRI, psychometric, and behavioral data, finding that specific neuroimaging and non-neuroimaging factors are strong predictors.

The paper examines brain and behavioral responses to social alcohol cues and their link to drinking in a social setting, finding no significant association.

The paper examines brain responses to beer anticipation and consumption in different drinking groups, finding reward network activation but no group differences.