From promise to practice: towards the realisation of AI-informed mental health care

N Koutsouleris, TU Hauser, V Skvortsova… - The Lancet Digital …, 2022‏ - thelancet.com
In this Series paper, we explore the promises and challenges of artificial intelligence (AI)-
based precision medicine tools in mental health care from clinical, ethical, and regulatory …

ADHD: Current concepts and treatments in children and adolescents

R Drechsler, S Brem, D Brandeis, E Grünblatt… - …, 2020‏ - thieme-connect.com
Attention deficit hyperactivity disorder (ADHD) is among the most frequent disorders within
child and adolescent psychiatry, with a prevalence of over 5%. Nosological systems, such as …

[HTML][HTML] The PhysIO toolbox for modeling physiological noise in fMRI data

L Kasper, S Bollmann, AO Diaconescu, C Hutton… - Journal of neuroscience …, 2017‏ - Elsevier
Background Physiological noise is one of the major confounds for fMRI. A common class of
correction methods model noise from peripheral measures, such as ECGs or pneumatic …

Computational psychiatry: towards a mathematically informed understanding of mental illness

RA Adams, QJM Huys, JP Roiser - Journal of Neurology …, 2016‏ - jnnp.bmj.com
Computational Psychiatry aims to describe the relationship between the brain's
neurobiology, its environment and mental symptoms in computational terms. In so doing, it …

The cerebellum and psychiatric disorders

JR Phillips, DH Hewedi, AM Eissa… - Frontiers in public …, 2015‏ - frontiersin.org
The cerebellum has been considered for a long time to play a role solely in motor
coordination. However, studies over the past two decades have shown that the cerebellum …

Neural networks involved in adolescent reward processing: an activation likelihood estimation meta-analysis of functional neuroimaging studies

MH Silverman, K Jedd, M Luciana - NeuroImage, 2015‏ - Elsevier
Behavioral responses to, and the neural processing of, rewards change dramatically during
adolescence and may contribute to observed increases in risk-taking during this …

Prenatal particulate air pollution and neurodevelopment in urban children: examining sensitive windows and sex-specific associations

YHM Chiu, HHL Hsu, BA Coull, DC Bellinger… - Environment …, 2016‏ - Elsevier
Background Brain growth and structural organization occurs in stages beginning prenatally.
Toxicants may impact neurodevelopment differently dependent upon exposure timing and …

Value-free random exploration is linked to impulsivity

M Dubois, TU Hauser - Nature Communications, 2022‏ - nature.com
Deciding whether to forgo a good choice in favour of exploring a potentially more rewarding
alternative is one of the most challenging arbitrations both in human reasoning and in …

The research domain criteria framework: The case for anterior cingulate cortex

CB Holroyd, A Umemoto - Neuroscience & Biobehavioral Reviews, 2016‏ - Elsevier
Abstract The United States National Institute of Mental Health has recently promoted the
Research Domain Criteria framework, which emphasizes the study of neurocognitive …

How to improve behavioral parent and teacher training for children with ADHD: Integrating empirical research on learning and motivation into treatment

S Van der Oord, G Tripp - Clinical child and family psychology review, 2020‏ - Springer
Attention deficit hyperactivity disorder [ADHD] is one of the most common psychiatric
disorders of childhood with poor prognosis if not treated effectively. Recommended …