AIMC Topic: Mental Health

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Developing a Behavioral Phenotyping Layer for Artificial Intelligence-Driven Predictive Analytics in a Digital Resiliency Course: Protocol for a Randomized Controlled Trial.

JMIR research protocols Aug 6, 2025
BACKGROUND: Digital interventions for mental health are pivotal for addressing barriers such as stigma, cost, and accessibility, particularly for underserved populations. While the effectiveness of digital interventions has been established, poor adh...
Artificial Intelligence Phenotype Female Humans Resilience, Psychological Randomized Controlled Trials as Topic Refugees Adult Mental Health Male
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Generative AI-Powered Mental Wellness Chatbot for College Student Mental Wellness: Open Trial.

JMIR formative research Jul 28, 2025
BACKGROUND: Colleges have turned to digital mental health interventions to meet the increasing mental health treatment needs of their students. Among these, chatbots stand out as artificial intelligence-driven tools capable of engaging in human-like ...
Humans Artificial Intelligence Universities Feasibility Studies Students Anxiety Depression Self Efficacy Adolescent Generative Artificial Intelligence Adult Mental Health Male Female Young Adult
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Ethical decision-making for AI in mental health: the Integrated Ethical Approach for Computational Psychiatry (IEACP) framework.

Psychological medicine Jul 24, 2025
The integration of computational methods into psychiatry presents profound ethical challenges that extend beyond existing guidelines for AI and healthcare. While precision medicine and digital mental health tools offer transformative potential, they ...
Humans Artificial Intelligence Mental Disorders Decision Making Psychiatry Precision Medicine Mental Health
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Generative AI may create a socioeconomic tipping point through labour displacement.

Scientific reports Jul 18, 2025
Work is fundamental to societal prosperity and mental health, providing financial security, a sense of identity and purpose, and social integration. Job insecurity, underemployment and unemployment are well-documented risk factors for mental health i...
Employment Australia Unemployment Income Mental Health Socioeconomic Factors Humans Artificial Intelligence
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Future Me, a Prospection-Based Chatbot to Promote Mental Well-Being in Youth: Two Exploratory User Experience Studies.

JMIR formative research Jul 18, 2025
BACKGROUND: Digital interventions have been proposed as a solution to meet the growing demand for mental health support. Large language models (LLMs) have emerged as a promising technology for creating more personalized and adaptive mental health cha...
Male Adolescent Generative Artificial Intelligence Humans Female Young Adult Adult Mental Health
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Comparing traditional natural language processing and large language models for mental health status classification: a multi-model evaluation.

Scientific reports Jul 6, 2025
The substantial increase in mental health disorders globally necessitates scalable, accurate tools for detecting and classifying these conditions in digital environments. This study addresses the critical challenge of automated mental health classifi...
Mental Health Social Media Natural Language Processing Large Language Models Humans Mental Disorders
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Integrating AI predictive analytics with naturopathic and yoga-based interventions in a data-driven preventive model to improve maternal mental health and pregnancy outcomes.

Scientific reports Jul 4, 2025
Maternal mental health during pregnancy is a crucial area of research due to its profound impact on both maternal and child well-being. This paper proposes a comprehensive approach to predicting and monitoring psychological health risks in pregnant w...
Pregnancy Female Young Adult Adult Mental Health Pregnancy Outcome Yoga Humans Support Vector Machine Machine Learning Maternal Health Bayes Theorem
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Exploring the potential of lightweight large language models for AI-based mental health counselling task: a novel comparative study.

Scientific reports Jul 2, 2025
In recent years, Transformer-based large language models (LLMs) have significantly improved upon their text generation capability. Mental health is a serious concern that can be addressed using LLM-based automated mental health counselors. These syst...
Large Language Models Mental Health Humans Artificial Intelligence Counseling Language
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The Application and Ethical Implication of Generative AI in Mental Health: Systematic Review.

JMIR mental health Jun 27, 2025
BACKGROUND: Mental health disorders affect an estimated 1 in 8 individuals globally, yet traditional interventions often face barriers, such as limited accessibility, high costs, and persistent stigma. Recent advancements in generative artificial int...
Humans Artificial Intelligence Mental Disorders Mental Health
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Suicide Risk Screening in Jails: Protocol for a Pilot Study Leveraging the Mental Health Research Network Algorithm and Health Care Data.

JMIR research protocols Jun 25, 2025
BACKGROUND: Suicide in local jails occurs at a higher rate than in the general population, requiring improvements to risk screening methods. Current suicide risk screening practices in jails are insufficient: They are commonly not conducted using val...
Prisoners Mental Health Jails Male United States Algorithms Risk Assessment Mass Screening Female Pilot Projects Adult Suicide Prevention Suicide Humans Machine Learning
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