The daily association between affect and alcohol use: A meta-analysis of individual participant data.

J Dora, M Piccirillo, KT Foster, K Arbeau… - Psychological …, 2023 - psycnet.apa.org
Influential psychological theories hypothesize that people consume alcohol in response to
the experience of both negative and positive emotions. Despite two decades of daily diary …

[HTML][HTML] Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward

AK Deisenhofer, M Barkham, ET Beierl… - Behaviour research and …, 2024 - Elsevier
Personalization of psychological therapies has always been used by clinicians and
describes all efforts to select, adjust, or modify a treatment for the individual to improve …

Restoring the missing person to personalized medicine and precision psychiatry

A Gómez-Carrillo, V Paquin, G Dumas… - Frontiers in …, 2023 - frontiersin.org
Precision psychiatry has emerged as part of the shift to personalized medicine and builds on
frameworks such as the US National Institute of Mental Health Research Domain Criteria …

The daily association between affect and alcohol use: A meta-analysis of individual participant data

J Dora, M Piccirillo, KT Foster, K Arbeau, S Armeli… - 2022 - osf.io
Influential psychological theories hypothesize that people consume alcohol in response to
the experience of both negative and positive emotions. Despite two decades of daily diary …

Improving Mental Health Outcomes in Patients with Major Depressive Disorder in the Gulf States: A Review of the Role of Electronic Enablers in Monitoring Residual …

NN Ahmed, S Reagu, S Alkhoori… - Journal of …, 2024 - Taylor & Francis
Up to 75% of individuals with major depressive disorder (MDD) may have residual
symptoms such as amotivation or anhedonia, which prevent full functional recovery and are …

A survey on personalized affective computing in human-machine interaction

J Li, A Waleed, H Salam - arXiv preprint arXiv:2304.00377, 2023 - arxiv.org
In computing, the aim of personalization is to train a model that caters to a specific individual
or group of people by optimizing one or more performance metrics and adhering to specific …

Individual differences in adolescent and young adult daily mobility patterns and their relationships to big five personality traits: A behavioral genetic analysis

JD Alexander, Y Zhou, SM Freis, NP Friedman… - Journal of research in …, 2022 - Elsevier
Youth behavior changes and their relationships to personality have generally been
investigated using self-report studies, which are subject to reporting biases and confounding …

Dynamic processes in behavioral activation therapy for anhedonic adolescents: Modeling common and patient-specific relations.

CA Webb, L Murray, AO Tierney… - Journal of Consulting and …, 2023 - psycnet.apa.org
Objective: Behavioral activation (BA) is a brief intervention for depression encouraging
gradual and systematic re-engagement with rewarding activities and behaviors. Given this …

Early warning model of adolescent mental health based on big data and machine learning

Z Zhang - Soft Computing, 2024 - Springer
Adolescent mental health issues like depression and anxiety are rising among adolescents
worldwide, leading to serious long-term consequences if left untreated. However, stigma …

Person-specific and pooled prediction models for binge eating, alcohol use and binge drinking in bulimia nervosa and alcohol use disorder

N Leenaerts, P Soyster, J Ceccarini, S Sunaert… - Psychological …, 2024 - cambridge.org
BackgroundMachine learning could predict binge behavior and help develop treatments for
bulimia nervosa (BN) and alcohol use disorder (AUD). Therefore, this study evaluates …