Select Publications
Preprints
2023, Brain-based graph-theoretical predictive modeling to map the trajectory of transdiagnostic symptoms of anhedonia, impulsivity, and hypomania from the human functional connectome., , http://dx.doi.org/10.21203/rs.3.rs-3168186/v1
,2023, Passive sensing data predicts stress in university students: A supervised machine learning method for digital phenotyping, , http://dx.doi.org/10.1101/2023.07.29.23293375
,2023, While they wait: A cross-sectional survey on wait times for mental health treatment for anxiety and depression for Australian adolescents, , http://dx.doi.org/10.1101/2023.08.21.23294348
,2022, Machine learning identifies a COVID-19-specific phenotype in university students using a mental health app, , http://dx.doi.org/10.1101/2022.12.07.22283234
,2022, Distinct profiles of anhedonia and reward processing and their prospective associations with quality of life among individuals with mood disorders, , http://dx.doi.org/10.21203/rs.3.rs-2247153/v1
,2022, Protocol for a bandit-based response adaptive trial to evaluate the effectiveness of brief self-guided digital interventions for reducing psychological distress in university students: The Vibe Up Study, , http://dx.doi.org/10.1101/2022.12.05.22283129
,Stress and Reward: A Multimodal Assessment of Resilience after Childhood Sexual Abuse, , http://dx.doi.org/10.2139/ssrn.4090307
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