AIMC Topic: Mental Disorders

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An open dataset and machine learning algorithms for Niacin Skin-Flushing Response based screening of psychiatric disorders.

BMC psychiatry Aug 4, 2025
BACKGROUND: Niacin Skin-Flushing Response (NSR) has emerged as a promising objective biomarker for the precise diagnosis of mental disorders. However, its diagnostic potential has been constrained by the limitations of traditional statistical approac...
Female Adult Male Mental Disorders Biomarkers Machine Learning Datasets as Topic Niacin Algorithms Flushing Humans Bipolar Disorder Schizophrenia
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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 ...
Mental Disorders Psychiatry Mental Health Decision Making Precision Medicine Humans Artificial Intelligence
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A new framework for mental illnesses diagnosis using wearable devices aided by improved convolutional neural network.

Scientific reports Jul 23, 2025
Stress inherent in the modern world is considered one of the main causes of Mental Health Disorders (MHDs) that spread in every country around the world. These mental and behavioral problems primarily affect the mind and brain that change emotions an...
Mental Disorders Female Adult Humans Neural Networks, Computer Depression Wearable Electronic Devices Schizophrenia Male Convolutional Neural Networks
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Beyond the human touch: A critical review of the promise and challenges of animal- and robot-assisted therapy in loneliness and mental healthcare.

Asian journal of psychiatry Jul 7, 2025
Mental health disorders, including depression, anxiety, post-traumatic stress disorder, and dementia, are increasingly recognized as exacerbated by social isolation and loneliness, prompting growing interest in Artificial Intelligence (AI) driven and...
Animal Assisted Therapy Loneliness Mental Disorders Humans Animals Artificial Intelligence Robotics
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Quantitative Research on Digitalized Treatment Options for Older Adults With Mental Illness: Scoping Review.

JMIR mental health Jul 7, 2025
BACKGROUND: Older adults with mental illness face specific physical and psychosocial challenges and inequities, reflected in limited access to advanced technology. This digital divide is alarming as mental health interventions increasingly depend on ...
Middle Aged Telemedicine Humans Mental Disorders Aged, 80 and over Adult Aged
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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...
Humans Social Media Mental Disorders Natural Language Processing Mental Health Large Language Models
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Investigating psychotherapists' attitudes towards artificial intelligence in psychotherapy.

BMC psychology Jul 1, 2025
BACKGROUND: The increasing prevalence of mental health disorders, compounded by a global shortage of psychotherapists, highlights the need for innovative solutions such as Artificial Intelligence (AI) or Machine Learning (ML) applications. These tech...
Attitude of Health Personnel Psychotherapy Psychotherapists Artificial Intelligence Germany Mental Disorders Male Female Humans Adult Middle Aged Cross-Sectional Studies Surveys and Questionnaires
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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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γ neuromodulations: unraveling biomarkers for neurological and psychiatric disorders.

Military Medical Research Jun 27, 2025
γ neuromodulation has emerged as a promising strategy for addressing neurological and psychiatric disorders, particularly in regulating executive and cognitive functions. This review explores the latest neuromodulation techniques, focusing on the cri...
Nervous System Diseases Mental Disorders Gamma Rhythm Biomarkers Humans
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AI in Medical Questionnaires: Innovations, Diagnosis, and Implications.

Journal of medical Internet research Jun 23, 2025
This systematic review aimed to explore the current applications, potential benefits, and issues of artificial intelligence (AI) in medical questionnaires, focusing on its role in 3 main functions: assessment, development, and prediction. The global ...
SARS-CoV-2 Surveys and Questionnaires COVID-19 Humans Mental Disorders Artificial Intelligence
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