[PDF][PDF] Modern views of machine learning for precision psychiatry

ZS Chen, IR Galatzer-Levy, B Bigio, C Nasca, Y Zhang - Patterns, 2022 - cell.com
In light of the National Institute of Mental Health (NIMH)'s Research Domain Criteria (RDoC),
the advent of functional neuroimaging, novel technologies and methods provide new …

Toward a revised nosology for attention-deficit/hyperactivity disorder heterogeneity

JT Nigg, SL Karalunas, E Feczko, DA Fair - Biological Psychiatry: Cognitive …, 2020 - Elsevier
Attention-deficit/hyperactivity disorder (ADHD) is among the many syndromes in the
psychiatric nosology for which etiological signal and clinical prediction are weak. Reducing …

A systematic review of randomized controlled trials on efficacy and safety of transcranial direct current stimulation in major neurodevelopmental disorders: ADHD …

MA Salehinejad, E Ghanavati, B Glinski… - Brain and …, 2022 - Wiley Online Library
Objective Among the target groups in child and adolescent psychiatry, transcranial direct
current stimulation (tDCS) has been more applied in neurodevelopmental disorders …

Who benefits from diagnostic labels for developmental disorders?

S Werkhoven, JH Anderson… - … Medicine & Child …, 2022 - Wiley Online Library
The number of diagnoses of developmental disorders is on the rise and the use of labels for
developmental disorders, such as attention‐deficit/hyperactivity disorder and autism …

[HTML][HTML] Functional neuroimaging in psychiatry—aiding in diagnosis and guiding treatment. What the American Psychiatric Association does not know

TA Henderson, MJ Van Lierop, M McLean… - Frontiers in …, 2020 - frontiersin.org
While early efforts in psychiatry were focused on uncovering the neurobiological basis of
psychiatric symptoms, they made little progress due to limited ability to observe the living …

Heterogeneity and subtyping in attention-deficit/hyperactivity disorder—Considerations for emerging research using person-centered computational approaches

SL Karalunas, JT Nigg - Biological psychiatry, 2020 - Elsevier
Few if any experts believe that existing psychiatric diagnostic categories included in DSM
and ICD are actually discrete disease entities. Attention-deficit/hyperactivity disorder (ADHD) …

[HTML][HTML] Heterogeneity of executive function revealed by a functional random forest approach across ADHD and ASD

M Cordova, K Shada, DV Demeter, O Doyle… - NeuroImage: Clinical, 2020 - Elsevier
Background Those with autism spectrum disorder (ASD) and/or attention-deficit-hyperactivity
disorder (ADHD) exhibit symptoms of hyperactivity and inattention, causing significant …

Attention-deficit hyperactivity disorder and youth's emotion dysregulation: A systematic review of fMRI studies

KE Musella, LL Weyandt - Applied Neuropsychology: Child, 2023 - Taylor & Francis
A number of adverse outcomes are associated with emotion dysregulation, and ADHD
secondary to emotion dysregulation is a frequent comorbidity that may result in poorer …

Resolving heterogeneity in transcranial electrical stimulation efficacy for attention deficit hyperactivity disorder

R Lipka, E Ahlers, TL Reed, MI Karstens… - Experimental …, 2021 - Elsevier
While the treatment of Attention Deficit Hyperactivity Disorder (ADHD) is dominated by
pharmacological agents, transcranial electrical stimulation (tES) is gaining attention as an …

[HTML][HTML] Natural kinds of mental disorder

S Werkhoven - Synthese, 2021 - Springer
Are mental disorders (autism, ADHD, schizophrenia) natural kinds or socially constructed
categories? What is at stake if either of these views prove to be true? This paper offers a …