AIMC Topic: Mental Health
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Improving unified information extraction in Chinese mental health domain with instruction-tuned LLMs and type-verification component.
Artificial intelligence in medicine
Feb 19, 2025
BACKGROUND: Extracting psychological counseling help-seeker information from unstructured text is crucial for providing effective mental health support. This task involves identifying personal emotions, psychological states, and underlying psychologi...
Predicting mental health disparities using machine learning for African Americans in Southeastern Virginia.
Scientific reports
Feb 18, 2025
This study examined mental health disparities among African Americans using AI and machine learning for outcome prediction. Analyzing data from African American adults (18-85) in Southeastern Virginia (2016-2020), we found Mood Affective Disorders we...
The application of artificial intelligence in the field of mental health: a systematic review.
BMC psychiatry
Feb 14, 2025
INTRODUCTION: The integration of artificial intelligence in mental health care represents a transformative shift in the identification, treatment, and management of mental disorders. This systematic review explores the diverse applications of artific...
Apriori algorithm based prediction of students' mental health risks in the context of artificial intelligence.
Frontiers in public health
Feb 12, 2025
INTRODUCTION: The increasing prevalence of mental health challenges among college students necessitates innovative approaches to early identification and intervention. This study investigates the application of artificial intelligence (AI) techniques...
Towards a latent space cartography of subjective experience in mental health.
Psychiatry and clinical neurosciences
Feb 8, 2025
AIMS: The way that individuals subjectively experience the world greatly influences their own mental well-being. However, it remains a considerable challenge to precisely characterize the breadth and depth of such experiences. One persistent problem ...
Artificial Intelligence Job Substitution Risks, Digital Self-efficacy, and Mental Health Among Employees.
Journal of occupational and environmental medicine
Feb 7, 2025
OBJECTIVE: Artificial intelligence (AI) becomes increasingly integrated into the workplace, its associated job substitution risks for employees are more evident, resulting in significant repercussions for their well-being. This study tries to elucida...
Unraveling Online Mental Health Through the Lens of Early Maladaptive Schemas: AI-Enabled Content Analysis of Online Mental Health Communities.
Journal of medical Internet research
Feb 7, 2025
BACKGROUND: Early maladaptive schemas (EMSs) are pervasive, self-defeating patterns of thoughts and emotions underlying most mental health problems and are central in schema therapy. However, the characteristics of EMSs vary across demographics, and ...
Exploring the Credibility of Large Language Models for Mental Health Support: Protocol for a Scoping Review.
JMIR research protocols
Jan 29, 2025
BACKGROUND: The rapid evolution of large language models (LLMs), such as Bidirectional Encoder Representations from Transformers (BERT; Google) and GPT (OpenAI), has introduced significant advancements in natural language processing. These models are...
Mental health phenotypes of well-controlled HIV in Uganda.
Frontiers in public health
Jan 28, 2025
INTRODUCTION: The phenotypic expression of mental health (MH) conditions among people with HIV (PWH) in Uganda and worldwide are heterogeneous. Accordingly, there has been a shift toward identifying MH phenotypes using data-driven methods capable of ...
From social media to artificial intelligence: improving research on digital harms in youth.
The Lancet. Child & adolescent health
Jan 21, 2025
In this Personal View, we critically evaluate the limitations and underlying challenges of existing research into the negative mental health consequences of internet-mediated technologies on young people. We argue that identifying and proactively add...
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