Hazardous drinking and alcohol use disorders

J MacKillop, R Agabio, SW Feldstein Ewing… - Nature Reviews …, 2022 - nature.com
Alcohol is one of the most widely consumed psychoactive drugs globally. Hazardous
drinking, defined by quantity and frequency of consumption, is associated with acute and …

Graph-based deep learning for medical diagnosis and analysis: past, present and future

D Ahmedt-Aristizabal, MA Armin, S Denman, C Fookes… - Sensors, 2021 - mdpi.com
With the advances of data-driven machine learning research, a wide variety of prediction
problems have been tackled. It has become critical to explore how machine learning and …

A canonical trajectory of executive function maturation from adolescence to adulthood

B Tervo-Clemmens, FJ Calabro, AC Parr… - Nature …, 2023 - nature.com
Theories of human neurobehavioral development suggest executive functions mature from
childhood through adolescence, underlying adolescent risk-taking and the emergence of …

[HTML][HTML] Recruiting the ABCD sample: Design considerations and procedures

H Garavan, H Bartsch, K Conway, A Decastro… - Developmental cognitive …, 2018 - Elsevier
The ABCD study is a new and ongoing project of very substantial size and scale involving
21 data acquisition sites. It aims to recruit 11,500 children and follow them for ten years with …

Effect of alcohol use on the adolescent brain and behavior

B Lees, LR Meredith, AE Kirkland, BE Bryant… - Pharmacology …, 2020 - Elsevier
Adolescence is a particularly vulnerable neurodevelopmental period marked by high rates
of engagement with risky alcohol use. This review summarizes the cognitive and neural …

[HTML][HTML] The conception of the ABCD study: From substance use to a broad NIH collaboration

ND Volkow, GF Koob, RT Croyle, DW Bianchi… - Developmental cognitive …, 2018 - Elsevier
Adolescence is a time of dramatic changes in brain structure and function, and the
adolescent brain is highly susceptible to being altered by experiences like substance use …

[HTML][HTML] Demographic, physical and mental health assessments in the adolescent brain and cognitive development study: Rationale and description

DM Barch, MD Albaugh, S Avenevoli, L Chang… - Developmental cognitive …, 2018 - Elsevier
Abstract The Adolescent Brain and Cognitive Development (ABCD) Study incorporates a
comprehensive range of measures assessing predictors and outcomes related to both …

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 …

Training confounder-free deep learning models for medical applications

Q Zhao, E Adeli, KM Pohl - Nature communications, 2020 - nature.com
The presence of confounding effects (or biases) is one of the most critical challenges in
using deep learning to advance discovery in medical imaging studies. Confounders affect …

The ABCD study: understanding the development of risk for mental and physical health outcomes

NR Karcher, DM Barch - Neuropsychopharmacology, 2021 - nature.com
Following in the footsteps of other large “population neuroscience” studies, the Adolescent
Brain Cognitive Development℠(ABCD) study is the largest in the US assessing brain …