Peter de Jonge
YOU?
Author Swipe
View article: Multimodal transformer for depression detection based on EEG and interview data
Multimodal transformer for depression detection based on EEG and interview data Open
View article: Adipose Tissue Inflammation, Oxidative Stress, and Altered Adipogenesis Are Drivers of Dyslipidemia – A Multi-Omics Overview of Dyslipidemia in Obesity
Adipose Tissue Inflammation, Oxidative Stress, and Altered Adipogenesis Are Drivers of Dyslipidemia – A Multi-Omics Overview of Dyslipidemia in Obesity Open
Background Obesity is an important risk factor for cardiometabolic disease including dyslipidemia and atherosclerotic cardiovascular disease. While the role of the liver in dyslipidemia is established, the contribution of adipose tissue is…
View article: Stress detection through prompt engineering with a general-purpose LLM
Stress detection through prompt engineering with a general-purpose LLM Open
Advancements in large language models (LLMs) have opened new avenues for mental health monitoring through social media analysis. In this study, we present an iterative prompt engineering framework that significantly enhances the performanc…
View article: Obsessive-compulsive disorder in the World Mental Health surveys
Obsessive-compulsive disorder in the World Mental Health surveys Open
View article: Suicide ideation detection based on documents dimensionality expansion
Suicide ideation detection based on documents dimensionality expansion Open
Accurate and secure classifying informal documents related to mental disorders is challenging due to factors such as informal language, noisy data, cultural differences, personal information and mixed emotions. Conventional deep learning m…
View article: Patterns and predictors of 12-month treatment of common anxiety, mood, and substance use disorders in the World Mental Health (WMH) surveys: treatment in the context of perceived need
Patterns and predictors of 12-month treatment of common anxiety, mood, and substance use disorders in the World Mental Health (WMH) surveys: treatment in the context of perceived need Open
View article: Barriers to 12-month treatment of common anxiety, mood, and substance use disorders in the World Mental Health (WMH) surveys
Barriers to 12-month treatment of common anxiety, mood, and substance use disorders in the World Mental Health (WMH) surveys Open
A wide range of barriers to treatment exist among people with mental disorders even after a need for treatment is acknowledged. Most such individuals have multiple barriers. These results have important implications for the design of progr…
View article: Early identification of dropouts during the special forces selection program
Early identification of dropouts during the special forces selection program Open
View article: The Association Between Cognitive Functioning and Depression Severity: A Multiwave Longitudinal Remote Assessment Study
The Association Between Cognitive Functioning and Depression Severity: A Multiwave Longitudinal Remote Assessment Study Open
Cognitive difficulties are prevalent in depression and are linked to various negative life outcomes such as psychosocial impairment, absenteeism, lower chance of recovery or remission, and overall poor quality of life. Thus, assessing cogn…
View article: TEREE: Transformer-based emotion recognition using EEG and Eye movement data
TEREE: Transformer-based emotion recognition using EEG and Eye movement data Open
View article: School-related factors, internalizing symptoms, and well-being in adolescents
School-related factors, internalizing symptoms, and well-being in adolescents Open
Background: Depression and anxiety disorders commonly have an onset in adolescence. Although school is an important environment for adolescents, evidence regarding the association between school-related factors and internalizing symptoms i…
View article: A Gentle Introduction and Application of Feature-Based Clustering with Psychological Time Series
A Gentle Introduction and Application of Feature-Based Clustering with Psychological Time Series Open
Psychological researchers and practitioners collect increasingly complex time series data aimed at identifying differences between the developments of participants or patients. Past research has proposed a number of dynamic measures that d…
View article: Predicting special forces dropout via explainable machine learning
Predicting special forces dropout via explainable machine learning Open
Selecting the right individuals for a sports team, organization, or military unit has a large influence on the achievements of the organization. However, the approaches commonly used for selection are either not reporting predictive perfor…
View article: The case for eliminating excessive worry as a requirement for generalized anxiety disorder: a cross-national investigation
The case for eliminating excessive worry as a requirement for generalized anxiety disorder: a cross-national investigation Open
Background Around the world, people living in objectively difficult circumstances who experience symptoms of generalized anxiety disorder (GAD) do not qualify for a diagnosis because their worry is not ‘excessive’ relative to the context. …
View article: Warning signals for mental health problems in at‐risk young adults may be informed by momentary emotions reported by the general population: A novel application of the principles of statistical process control
Warning signals for mental health problems in at‐risk young adults may be informed by momentary emotions reported by the general population: A novel application of the principles of statistical process control Open
Statistical process control (SPC) was recently introduced as a method for detecting person‐specific warning signals for mental ill‐health. Such warning signals occur when a person's repeatedly assessed emotions exceed a control limit. This…
View article: Early Identification of Dropouts During the Special Forces Selection Program
Early Identification of Dropouts During the Special Forces Selection Program Open
Special forces selection is a highly demanding process that involves exposure to high levels of psychological and physical stress resulting in dropout rates of up to 80%. To identify who likely drops out, we assessed a group of 249 recruit…
View article: Psychological and social risk factors and pregnancy outcome: a prospective cohort study
Psychological and social risk factors and pregnancy outcome: a prospective cohort study Open
Background Research suggests that besides somatic factors, psychological and social factors are associated with pregnancy outcomes. The objective of this study was to determine the independent effects of psychosocial risk factors on matern…
View article: Childhood abuse and neglect and profiles of adult emotion dynamics
Childhood abuse and neglect and profiles of adult emotion dynamics Open
Childhood maltreatment (CM) is experienced by ∼40% of all children at major personal and societal costs. The divergent associations between emotional, physical, and sexual abuse or neglect in childhood and differences in adult emotional fu…
View article: Psychiatric Epidemiology
Psychiatric Epidemiology Open
View article: Proof‐of‐concept of a data‐driven approach to estimate the associations of comorbid mental and physical disorders with global health‐related disability
Proof‐of‐concept of a data‐driven approach to estimate the associations of comorbid mental and physical disorders with global health‐related disability Open
Objective The standard method of generating disorder‐specific disability scores has lay raters make rankings between pairs of disorders based on brief disorder vignettes. This method introduces bias due to differential rater knowledge of d…
View article: Need Fulfillment During Intergroup Contact: Three Experience Sampling Studies
Need Fulfillment During Intergroup Contact: Three Experience Sampling Studies Open
One challenge of modern intergroup contact research has been the question of when and why an interaction is perceived as positive and improves intergroup relations. We propose to consider the perceived fulfillment of the situationally most…
View article: Helpen behandelingen voor psychische stoornissen kinderen op de lange termijn?
Helpen behandelingen voor psychische stoornissen kinderen op de lange termijn? Open
Verschillende instanties, waaronder gemeenten, worstelen met het vraagstuk van vroegdiagnostiek en vroege behandeling van kinderen. Moet je psychische stoornissen bij kinderen zo vroeg als mogelijk ‘vinden’ zodat je snel een diagnose kunt …
View article: Patterns, predictors, and patient-reported reasons for antidepressant discontinuation in the WHO World Mental Health Surveys
Patterns, predictors, and patient-reported reasons for antidepressant discontinuation in the WHO World Mental Health Surveys Open
Background Despite their documented efficacy, substantial proportions of patients discontinue antidepressant medication (ADM) without a doctor's recommendation. The current report integrates data on patient-reported reasons into an investi…
View article: The Migration Experience: A Conceptual Framework and Systematic Scoping Review of Psychological Acculturation
The Migration Experience: A Conceptual Framework and Systematic Scoping Review of Psychological Acculturation Open
Academic Abstract One of the key challenges to researching psychological acculturation is the immense heterogeneity in theories and measures. These inconsistencies make it difficult to compare past literature, hinder straightforward measur…
View article: Climate Anxiety: A Research Agenda Inspired by Emotion Research
Climate Anxiety: A Research Agenda Inspired by Emotion Research Open
Climate anxiety refers to persistent, difficult-to-control apprehensiveness and worry about climate change. Research to better understand the prevalence, indicators, causes, and consequences of climate anxiety is needed, to which emotion r…
View article: Age of onset and cumulative risk of mental disorders: a cross-national analysis of population surveys from 29 countries
Age of onset and cumulative risk of mental disorders: a cross-national analysis of population surveys from 29 countries Open
View article: Commentary: The evidence base regarding the long‐term effects of childhood mental disorder treatments needs to be strengthened – reply to Dekkers <i>et al</i> . (2023)
Commentary: The evidence base regarding the long‐term effects of childhood mental disorder treatments needs to be strengthened – reply to Dekkers <i>et al</i> . (2023) Open
In their reply to our editorial ( Journal of Child Psychology and Psychiatry , 2023, 64, 464), Dekkers et al. ( Journal of Child Psychology and Psychiatry , 2023, 64, 470) argue that treatment is the best choice for children with mental di…
View article: Findings From the World Mental Health Surveys of Civil Violence Exposure and Its Association With Subsequent Onset and Persistence of Mental Disorders
Findings From the World Mental Health Surveys of Civil Violence Exposure and Its Association With Subsequent Onset and Persistence of Mental Disorders Open
Importance Understanding the association of civil violence with mental disorders is important for developing effective postconflict recovery policies. Objective To estimate the association between exposure to civil violence and the subsequ…
View article: Predicting Special Forces Dropout via Explainable Machine Learning
Predicting Special Forces Dropout via Explainable Machine Learning Open
Selecting the right individuals for a sports team, organization, or military unit has a large influence on the achievements of the organization. However, the approaches commonly used for selection are either not reporting predictive perfor…
View article: Wild and Willful Kids: Can We Help Parents? The Effectiveness of a Group Parent Training Program Without a Psychiatric Label
Wild and Willful Kids: Can We Help Parents? The Effectiveness of a Group Parent Training Program Without a Psychiatric Label Open
Many children with a classification of attention-deficit/hyperactivity disorder exhibit mild-to-moderate problem behavior. For these children, a stepped diagnosis and stepped care approach has been proposed. Although a psychiatric classifi…