AIMC Topic: Psychiatry

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Integrating Knowledge: The Power of Ontologies in Psychiatric Research and Clinical Informatics.

Biological psychiatry Aug 15, 2025
Ontologies are structured frameworks for representing knowledge by systematically defining concepts, categories, and their relationships. While widely adopted in biomedicine, ontologies remain largely absent in mental health research and clinical car...
Medical Informatics Biological Ontologies Humans Mental Disorders Psychiatry Biomedical Research
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Virtual and Augmented Reality in Undergraduate Medical Education in Psychiatry: A Systematic Review.

The clinical teacher Aug 1, 2025
BACKGROUND: Simulation is widely used in medical education in all specialties; in psychiatry, it usually relies on standardised patients played by actors. Virtual and augmented reality (VR and AR) have the potential to provide standardised and replic...
Humans Psychiatry Virtual Reality Students, Medical Augmented Reality Clinical Competence Education, Medical, Undergraduate
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Assessing bias in AI-driven psychiatric recommendations: A comparative cross-sectional study of chatbot-classified and CANMAT 2023 guideline for adjunctive therapy in difficult-to-treat depression.

Psychiatry research Jun 1, 2025
The integration of chatbots into psychiatry introduces a novel approach to support clinical decision-making, but biases in their recommendations pose significant concerns. This study investigates potential biases in chatbot-generated recommendations ...
Antidepressive Agents Depressive Disorder, Treatment-Resistant Bias Practice Guidelines as Topic Canada Generative Artificial Intelligence Humans Artificial Intelligence Clinical Decision-Making Cross-Sectional Studies Psychiatry
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Integrating generative AI with neurophysiological methods in psychiatric practice.

Asian journal of psychiatry Jun 1, 2025
This paper explores the potential integration of generative AI (e.g., large language models) with neuroscientific and physiological approaches in psychiatric practice. Renowned for its advanced natural language processing capabilities, generative AI ...
Neurophysiology Neurosciences Mental Disorders Psychiatry Humans Artificial Intelligence
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Estimating Treatment Effect Heterogeneity in Psychiatry: A Review and Tutorial With Causal Forests.

International journal of methods in psychiatric research Jun 1, 2025
BACKGROUND: Flexible machine learning tools are increasingly used to estimate heterogeneous treatment effects.
Algorithms Psychiatry Humans Machine Learning Military Personnel Treatment Effect Heterogeneity Data Interpretation, Statistical Outcome Assessment, Health Care
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From statistics to deep learning: Using large language models in psychiatric research.

International journal of methods in psychiatric research Mar 1, 2025
BACKGROUND: Large Language Models (LLMs) hold promise in enhancing psychiatric research efficiency. However, concerns related to bias, computational demands, data privacy, and the reliability of LLM-generated content pose challenges. GAP: Existing st...
Humans Deep Learning Psychiatry Models, Statistical Biomedical Research
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Artificial Intelligence (AI) and academic publishing in psychiatry.

International journal of law and psychiatry Jan 1, 2025
The current and potential impact of various applications of artificial intelligence (AI) to the field of academic publishing in psychiatry is the subject of increasing attention. At present, AI algorithms assist in data analysis, allowing researchers...
Natural Language Processing Publishing Humans Artificial Intelligence Psychiatry
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[From AI to polygenic risk scores: which innovations will shape the future of psychiatry?].

Tijdschrift voor psychiatrie Jan 1, 2025
BACKGROUND: In recent years, developments have been made in various research domains, from treatments with (es)ketamine to large-scale genome-wide association studies (GWAS).
Genetic Predisposition to Disease Multifactorial Inheritance Genetic Risk Score Precision Medicine Genome-Wide Association Study Mental Disorders Psychiatry Humans Artificial Intelligence
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Improving Psychiatry Services with Artificial Intelligence: Opportunities and Challenges.

Turk psikiyatri dergisi = Turkish journal of psychiatry Jan 1, 2024
Mental disorders are a critical global public health problem due to their increasing prevalence, rising costs, and significant economic burden. Despite efforts to increase the mental health workforce in Türkiye, there is a significant shortage of psy...
Mental Health Services Mental Disorders Humans Psychiatry Artificial Intelligence
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Natural Language Processing in Psychiatry: A Field at an Inflection Point.

Biological psychiatry. Cognitive neuroscience and neuroimaging Oct 1, 2023
Humans Psychiatry Natural Language Processing Linguistics
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