O'Halloran, Laura (2019) Examining the relationship between alcohol and multiple impulsivity endophenotypes. PhD thesis, Trinity College Dublin.
External website: http://www.tara.tcd.ie/handle/2262/89313
Alcohol misuse is a leading global health concern, and its occurrence is rising among adolescents and young adults. Associations between different aspects of impulsivity and alcohol-related outcomes have been the focus of much research, yet precise relations remain elusive. Machine learning (ML) can harness large complex data by examining statistical relationships between variables that span across domains (brain, behaviour and traits) of impulsivity to predict different patterns of alcohol use.
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