Area of research
Epidemiology · Cellular and Molecular Neuroscience
Research interest
Research interests include Psychology, Alcohol use disorder, Impulsivity, Neuropsychology, Clinical psychology, and Anterior cingulate cortex.
Differentiating Individuals with and without Alcohol Use Disorder Using Resting-State fMRI Functional Connectivity of Reward Network, Neuropsychological Performance, and Impulsivity Measures
Multivariate analysis of 1.5 million people identifies genetic associations with traits related to self-regulation and addiction
Predicting alcohol use disorder remission: a longitudinal multimodal multi-featured machine learning approach
Mapping Pathways by Which Genetic Risk Influences Adolescent Externalizing Behavior: The Interplay Between Externalizing Polygenic Risk Scores, Parental Knowledge, and Peer Substance Use
Random Forest Classification of Alcohol Use Disorder Using fMRI Functional Connectivity, Neuropsychological Functioning, and Impulsivity Measures
Random Forest Classification of Alcohol Use Disorder Using EEG Source Functional Connectivity, Neuropsychological Functioning, and Impulsivity Measures
Predicting risk for Alcohol Use Disorder using longitudinal data with multimodal biomarkers and family history: a machine learning study