Open AccessMethodological Advances in Leveraging Neuroimaging Datasets in Adolescent Substance Use Research
Author(s) -
Adriene M. Beltz,
Alexander Weigard
Publication year - 2019
Publication title -
current addiction reports
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.988
H-Index - 26
ISSN - 2196-2952
DOI - 10.1007/s40429-019-00275-x
Subject(s) - neuroimaging , construct (python library) , substance use , cognition , psychology , machine learning , artificial intelligence , cognitive psychology , data science , computer science , neuroscience , clinical psychology , programming language
Recent innovations in the statistical analysis of neuroimaging data related to adolescent substance use are highlighted. Going beyond assumptions of homogeneity in small studies of regional localization, the focus is on novel approaches that integrate across regions of the brain and levels of analysis in order to detect individual differences in use along with antecedents and consequences.