AIMC Topic: Mental Disorders
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Emergence of Artificial Intelligence Art Therapies (AIATs) in Mental Health Care: A Systematic Review.
International journal of mental health nursing
Jul 17, 2024
The application of artificial intelligence art therapies (AIATs) in mental health care represents an innovative merger between digital technology and the therapeutic potential of creative arts. This systematic review aimed to assess the effectiveness...
Mental Health Applications of Generative AI and Large Language Modeling in the United States.
International journal of environmental research and public health
Jul 12, 2024
(1) Background: Artificial intelligence (AI) has flourished in recent years. More specifically, generative AI has had broad applications in many disciplines. While mental illness is on the rise, AI has proven valuable in aiding the diagnosis and trea...
Enhancing Aviation Safety through AI-Driven Mental Health Management for Pilots and Air Traffic Controllers.
Cyberpsychology, behavior and social networking
Jun 25, 2024
This article provides an overview of the mental health challenges faced by pilots and air traffic controllers (ATCs), whose stressful professional lives may negatively impact global flight safety and security. The adverse effects of mental health dis...
Network-based artificial intelligence approaches for advancing personalized psychiatry.
American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics
Jun 21, 2024
Psychiatric disorders have a complex biological underpinning likely involving an interplay of genetic and environmental risk contributions. Substantial efforts are being made to use artificial intelligence approaches to integrate features within and ...
Primary care physicians' perceptions of artificial intelligence systems in the care of adolescents' mental health.
BMC primary care
Jun 13, 2024
BACKGROUND: Given that mental health problems in adolescence may have lifelong impacts, the role of primary care physicians (PCPs) in identifying and managing these issues is important. Artificial Intelligence (AI) may offer solutions to the current ...
Considering the Role of Human Empathy in AI-Driven Therapy.
JMIR mental health
Jun 11, 2024
Recent breakthroughs in artificial intelligence (AI) language models have elevated the vision of using conversational AI support for mental health, with a growing body of literature indicating varying degrees of efficacy. In this paper, we ask when, ...
Exploring predictors of substance use disorder treatment engagement with machine learning: The impact of social determinants of health in the therapeutic landscape.
Journal of substance use and addiction treatment
Jun 8, 2024
BACKGROUND: Improved knowledge of factors that influence treatment engagement could help treatment providers and systems better engage patients. The present study used machine learning to explore associations between individual- and neighborhood-leve...
Real concerns, artificial intelligence: Reality testing for psychiatrists.
International review of psychiatry (Abingdon, England)
Jun 6, 2024
The use of augmented or artificial intelligence (AI) in healthcare promises groundbreaking advancements, from increasing diagnostic accuracy and minimizing clinical errors to personalized treatment plans and automated clinical decision-making. Its us...
Artificial intelligence in perinatal mental health research: A scoping review.
Computers in biology and medicine
Jun 3, 2024
The intersection of Artificial Intelligence (AI) and perinatal mental health research presents promising avenues, yet uncovers significant challenges for innovation. This review explicitly focuses on this multidisciplinary field and undertakes a comp...
Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI.
IEEE transactions on neural networks and learning systems
Jun 3, 2024
Facing the increasing worldwide prevalence of mental disorders, the symptom-based diagnostic criteria struggle to address the urgent public health concern due to the global shortfall in well-qualified professionals. Thanks to the recent advances in n...
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