Clinical prediction models in psychiatry: a systematic review of two decades of progress and challenges

AJ Meehan, SJ Lewis, S Fazel, P Fusar-Poli… - Molecular …, 2022 - nature.com
Recent years have seen the rapid proliferation of clinical prediction models aiming to
support risk stratification and individualized care within psychiatry. Despite growing interest …

Individualized prediction models in ADHD: a systematic review and meta-regression

G Salazar de Pablo, R Iniesta, A Bellato, A Caye… - Molecular …, 2024 - nature.com
There have been increasing efforts to develop prediction models supporting personalised
detection, prediction, or treatment of ADHD. We overviewed the current status of prediction …

Mental health information seeking online: A Google trends analysis of ADHD

X Zhao, SJ Coxe, AC Timmons, SL Frazier - Administration and Policy in …, 2022 - Springer
Health information influences consumer decision making to seek, select, and utilize
services. Online searching for mental health information is increasingly common, especially …

Predicting children with ADHD using behavioral activity: a machine learning analysis

M Maniruzzaman, J Shin, MAM Hasan - Applied Sciences, 2022 - mdpi.com
Attention deficit hyperactivity disorder (ADHD) is one of childhood's most frequent
neurobehavioral disorders. The purpose of this study is to:(i) extract the most prominent risk …

[PDF][PDF] A review and meta-analysis of machine intelligence approaches for mental health issues and depression detection

R Chahar, AK Dubey, SK Narang - International Journal of …, 2021 - researchgate.net
Cases of mental health issues are increasing continuously and have sped up due to COVID-
19. There are high chances of developing mental health issues such as depression, anxiety …

A review of predictors of psychosocial service utilization in youth with attention-deficit/hyperactivity disorder

CD Green, JM Langberg - Clinical child and family psychology review, 2022 - Springer
Attention-deficit/hyperactivity disorder (ADHD) is one of the most common childhood
disorders. Professional practice guidelines recommend combined treatment …

Factors Associated with Mental Health Service Use Among Children with ADHD from Adolescence to Early Adulthood

Y Li, JJ Chang, H Xian, LD Arnold - The Journal of Behavioral Health …, 2025 - Springer
Childhood attention-deficit/hyperactivity disorder (ADHD) is common and is associated with
lifelong adverse outcomes. Little is known about factors associated with mental health …

Screening for parent and child ADHD in urban pediatric primary care: pilot implementation and stakeholder perspectives

JHL Lui, CM Danko, T Triece, IM Bennett, D Marschall… - BMC pediatrics, 2023 - Springer
Background ADHD commonly co-occurs in children and parents. When ADHD is untreated
in parents, it contributes to negative child developmental and treatment outcomes …

A rule-based exploratory analysis for discovery of multimodal biomarkers of ADHD using eye movement and EEG data

AH Shakur, T Sun, JE Kim, S Huang - IISE Transactions on …, 2023 - Taylor & Francis
Developing biomarkers for a complex neurodevelopmental disorder such as the attention
deficit hyperactivity disorder (ADHD) is a challenging task since it is a multifactorial and multi …

Predicting Help-Seeking Behaviors in Caregivers of Children Newly Diagnosed with ADHD

L Tamm, E Girio-Herrera, REA Loren… - … -Based Practice in …, 2024 - Taylor & Francis
Children with attention-deficit/hyperactivity disorder (ADHD) often do not receive the
standard of care which includes behavioral and pharmacological treatment. Understanding …