Adolescent ADHD and electrophysiological reward responsiveness: A machine learning approach to evaluate classification accuracy and prognosis.

Humans Adolescent Attention Deficit Disorder with Hyperactivity / diagnosis Reward Evoked Potentials / physiology Prognosis Machine Learning
ADHD Adolescent Biomarker Event-related potential (ERP) Reinforcement sensitivity

Journal

Psychiatry research
ISSN: 1872-7123
Titre abrégé: Psychiatry Res
Pays: Ireland
ID NLM: 7911385

Informations de publication

Date de publication:
05 2023
Historique:
received: 24 10 2022
revised: 12 02 2023
accepted: 28 02 2023
medline: 18 4 2023
pubmed: 16 3 2023
entrez: 15 3 2023
Statut: ppublish

Résumé

We evaluated event-related potential (ERP) indices of reinforcement sensitivity as ADHD biomarkers by examining, in N=306 adolescents (M

Identifiants

DOI: 10.1016/j.psychres.2023.115139 PMID: 36921508
pubmed: 36921508
pii: S0165-1781(23)00090-2
doi: 10.1016/j.psychres.2023.115139
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

115139

Informations de copyright

Copyright © 2023 The Author(s). Published by Elsevier B.V. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of Competing Interest None of the Authors have any biomedical or financial conflicts of interest.

Auteurs

György Hámori (G)

Clinical and Developmental Neuropsychology Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok körútja 2, Budapest 1117, Hungary; Department of Cognitive Science, Faculty of Natural Sciences, Budapest University of Technology and Economics, Műegyetem rkp. 3., Budapest H-1111, Hungary.

Bálint File (B)

Research Centre for Natural Sciences, Integrative Neuroscience Research Group, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok körútja 2, Budapest 1117, Hungary; Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Práter utca 50/A, Budapest 1083, Hungary; Theoretical Neuroscience and Complex Systems Research Group, Wigner Research Centre for Physics, Konkoly-Tege Miklós út 29-33, Budapest 1121, Hungary.

Richárd Fiáth (R)

Research Centre for Natural Sciences, Integrative Neuroscience Research Group, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok körútja 2, Budapest 1117, Hungary; Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Práter utca 50/A, Budapest 1083, Hungary.

Bea Pászthy (B)

Department of Paediatrics, Semmelweis University, Faculty of Medicine, Bókay János u. 53-54, Budapest 1083, Hungary.

János M Réthelyi (JM)

Department of Psychiatry and Psychotherapy, Semmelweis University, Faculty of Medicine, Balassa u. 6, Budapest 1083, Hungary.

István Ulbert (I)

Research Centre for Natural Sciences, Integrative Neuroscience Research Group, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok körútja 2, Budapest 1117, Hungary; Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Práter utca 50/A, Budapest 1083, Hungary.

Nóra Bunford (N)

Clinical and Developmental Neuropsychology Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok körútja 2, Budapest 1117, Hungary. Electronic address: bunford.nora@ttk.hu.

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Classifications MeSH

questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Adolescent ADHD and electrophysiological...
questionsmedicales.fr › Personnes › Tranches d'âge › Adolescent › Adolescent ADHD and electrophysiological...
questionsmedicales.fr › Troubles mentaux › Troubles du développement neurologique › Troubles déficitaires de l'attention et du comportement perturbateur › Trouble déficitaire de l'attention avec hyperactivité › Adolescent ADHD and electrophysiological...
questionsmedicales.fr › Phénomènes psychologiques › Processus mentaux › Renforcement (psychologie) › Récompense › Adolescent ADHD and electrophysiological...
questionsmedicales.fr › Phénomènes physiologiques de l'appareil locomoteur et du système nerveux › Phénomènes physiologiques du système nerveux › Excitabilité corticale › Potentiels évoqués › Adolescent ADHD and electrophysiological...
questionsmedicales.fr › Diagnostic › Pronostic › Adolescent ADHD and electrophysiological...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Apprentissage machine › Adolescent ADHD and electrophysiological...