[HTML][HTML] Deep learning for prediction of depressive symptoms in a large textual dataset

MZ Uddin, KK Dysthe, A Følstad… - Neural Computing and …, 2022 - Springer
Depression is a common illness worldwide with potentially severe implications. Early
identification of depressive symptoms is a crucial first step towards assessment, intervention …

Assessment of depression in adults and youth

DN Klein - Assessment, 2024 - journals.sagepub.com
This article selectively reviews the key issues and measures for the assessment of
depressive disorders and symptoms in youth and adults. The first portion of the article …

[HTML][HTML] Randomized control trial testing the effectiveness of implemented depression prevention in high-risk adolescents

KWJ de Jonge-Heesen, SPA Rasing, AA Vermulst… - BMC medicine, 2020 - Springer
Background Adolescent depression is a global mental health concern. Identification and
effective prevention in an early stage are necessary. The present randomized, controlled …

Suicidal ideation and its relationship with mental health reported by different informants among children aged 6–12

P Li, Y Wang, V Kovess-Masfety, X Su, X Hou… - Journal of Affective …, 2023 - Elsevier
Background Suicidal ideation in children has received less attention than in adolescents.
This study aimed to explore the self-reported prevalence of suicidal ideation among children …

Mental health among children with and without reading difficulties

M Li, W Zhao, M Liu, L Zhang, G Li - Annals of Dyslexia, 2024 - Springer
This study explored the relationship between mental health, ie, depression and anxiety, and
reading difficulties (RD) in Chinese elementary school children. Participants were 1535 …

[HTML][HTML] The influence of emotional regulation and cognitive flexibility on sleep habits in Spanish children and adolescents through the lens of parents

B Costa-López, R Lavigne-Cerván, JA Collado-Valero… - Children, 2023 - mdpi.com
Background: Previous research studies have suggested the importance of studying the
relationship between emotional regulation and sleep habits. Some investigations have …

Depression in middle childhood: Secure base script as a cognitive diathesis in the relationship between daily stress and depressive symptoms

T Van Aswegen, S Seedat, A Van Straten… - Attachment & Human …, 2023 - Taylor & Francis
ABSTRACT A better understanding of protective factors against childhood depression may
allow for the mitigation of severe and chronic symptoms and the timely implementation of …

Psychometric properties of the Dutch-Flemish PROMIS® pediatric item banks Anxiety and Depressive Symptoms in a general population

LH Klaufus, MAJ Luijten, E Verlinden… - Quality of life …, 2021 - Springer
Purpose This study aims to validate the Dutch-Flemish PROMIS pediatric item banks v2. 0
Anxiety and Depressive Symptoms, the short forms 8a, and computerized adaptive tests …

[HTML][HTML] Analyzing user-generated web-based posts of adolescents' emotional, behavioral, and symptom responses to beliefs about depression: qualitative thematic …

KK Dysthe, JI Røssberg, PB Brandtzaeg… - Journal of medical …, 2023 - jmir.org
Background Depression is common during adolescence. Early intervention can prevent it
from developing into more progressive mental disorders. Combining information technology …

[Retracted] Large‐Scale Textual Datasets and Deep Learning for the Prediction of Depressed Symptoms

S Chakraborty, HF Mahdi… - Computational …, 2022 - Wiley Online Library
Millions of people worldwide suffer from depression. Assessing, treating, and preventing
recurrence requires early detection of depressive symptoms as depression‐related datasets …