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Machine learning in mental health: a sco** review of methods and applications
BackgroundThis paper aims to synthesise the literature on machine learning (ML) and big
data applications for mental health, highlighting current research and applications in …
data applications for mental health, highlighting current research and applications in …
Machine learning for precision psychiatry: opportunities and challenges
The nature of mental illness remains a conundrum. Traditional disease categories are
increasingly suspected to misrepresent the causes underlying mental disturbance. Yet …
increasingly suspected to misrepresent the causes underlying mental disturbance. Yet …
Effects of adolescent alcohol consumption on the brain and behaviour
LP Spear - Nature Reviews Neuroscience, 2018 - nature.com
Per occasion, alcohol consumption is higher in adolescents than in adults in both humans
and laboratory animals, with changes in the adolescent brain probably contributing to this …
and laboratory animals, with changes in the adolescent brain probably contributing to this …
Towards a brain‐based predictome of mental illness
Neuroimaging‐based approaches have been extensively applied to study mental illness in
recent years and have deepened our understanding of both cognitively healthy and …
recent years and have deepened our understanding of both cognitively healthy and …
A survey on big data-driven digital phenoty** of mental health
The landscape of mental health has undergone tremendous changes within the last two
decades, but the research on mental health is still at the initial stage with substantial …
decades, but the research on mental health is still at the initial stage with substantial …
The neurobiology of addiction
GR Uhl, GF Koob, J Cable - Annals of the New York Academy …, 2019 - Wiley Online Library
Substance and alcohol use disorders impose large health and economic burdens on
individuals, families, communities, and society. Neither prevention nor treatment efforts are …
individuals, families, communities, and society. Neither prevention nor treatment efforts are …
The burden of binge and heavy drinking on the brain: effects on adolescent and young adult neural structure and function
A Cservenka, T Brumback - Frontiers in psychology, 2017 - frontiersin.org
Introduction: Adolescence and young adulthood are periods of continued biological and
psychosocial maturation. Thus, there may be deleterious effects of consuming large …
psychosocial maturation. Thus, there may be deleterious effects of consuming large …
Neurobiological and cognitive profile of young binge drinkers: a systematic review and meta-analysis
This review provides the first systematic and quantitative synthesis of the literature
examining the relationship between binge drinking, cognition, brain structure and function in …
examining the relationship between binge drinking, cognition, brain structure and function in …
Predictors of substance use initiation by early adolescence
Objective: Substance use initiation during early adolescence is associated with later
development of substance use and mental health disorders. This study used various …
development of substance use and mental health disorders. This study used various …
[KNYGA][B] Abnormal child and adolescent psychology
AC Israel, JW Malatras, R Wicks-Nelson - 2020 - taylorfrancis.com
Abnormal Child and Adolescent Psychology is a comprehensive introduction to the field. It
covers theoretical and methodological foundations and examines the characteristics …
covers theoretical and methodological foundations and examines the characteristics …