Psychiatry

Latest AI and machine learning research in psychiatry for healthcare professionals.

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Network models incorporating chloride dynamics predict optimal strategies for terminating status epilepticus.

Status epilepticus (SE), seizures lasting beyond five minutes, is a medical emergency commonly treat...

May 2025 40404062
Assessing the Accuracy and Reliability of Large Language Models in Psychiatry Using Standardized Multiple-Choice Questions: Cross-Sectional Study.

BACKGROUND: Large language models (LLMs), such as OpenAI's GPT-3.5, GPT-4, and GPT-4o, have garnered...

May 2025 40392576
Converging Representations of Attention-Deficit/Hyperactivity Disorder and Autism on Social Media: Linguistic and Topic Analysis of Trends in Reddit Data.

BACKGROUND: Social media platforms have witnessed a substantial increase in mental health-related di...

May 2025 40392589
Exosomal microRNA signatures in youth at clinical high risk for bipolar disorder.

INTRODUCTION: Individuals at clinical high risk for bipolar disorder (CHR-BD) experienced insufficie...

May 2025 40462872
The High Five Model as a Predictor of the Optimal Occupational and Personal Functioning of Workers Through Machine Learning Algorithms.

In this study, the predictive power of positive personality traits from the High Five Model (HFM) fo...

May 2025 40384401
Sex-Based Differences in Prenatal and Perinatal Predictors of Autism Spectrum Disorder Using Machine Learning With National Health Data.

Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder influenced by genetic, epige...

May 2025 40384623
Ethical and social issues in prediction of risk of severe mental illness: a scoping review and thematic analysis.

BACKGROUND: Over the last decade, there has been considerable development in precision psychiatry, e...

May 2025 40389909
Unveiling the invisible: How cutting-edge neuroimaging transforms adolescent depression diagnosis.

Yu 's study has advanced the understanding of the neural mechanisms underlying major depressive diso...

May 2025 40495844
Reimagining Resilience in Aging: Leveraging AI/ML, Big Data Analytics, and Systems Innovation.

As the aging population in the United States grows, the need for an integrated approach to support o...

May 2025 40484798
MT-RCAF: A Multi-Task Residual Cross Attention Framework for EEG-based emotion recognition and mood disorder detection.

BACKGROUND AND OBJECTIVE: Prolonged abnormal emotions can gradually evolve into mood disorders such ...

May 2025 40388870
Heterogeneous associations between early-life religious upbringing and late-life health: Evidence from a machine learning approach.

Religious upbringing was common in Europe during the childhood of older adults today. However, studi...

May 2025 40424698
From resting-state functional hippocampal centrality to functional outcome: An extended neurocognitive model of psychosis.

BACKGROUND: We previously proposed a neurocognitive model of psychosis in which reduced morphometric...

May 2025 40413924
Automated Depression Detection from Text and Audio: A Systematic Review.

Depression is a prevalent mental health disorder that presents significant challenges for timely dia...

May 2025 40378024
AI in Mental Health: A Review of Technological Advancements and Ethical Issues in Psychiatry.

Artificial intelligence (AI) is transforming digital health, its influence is expanding across multi...

May 2025 40378075
Use of Virtual Reality in the Pediatric Perioperative Setting and for Induction of Anesthesia: Mixed Methods Pilot Feasibility Study.

BACKGROUND: Children commonly experience high levels of anxiety prior to surgery. This distress is a...

May 2025 40378405
Urine Metabolomic Profiling and Machine Learning in Autism Spectrum Disorder Diagnosis: Toward Precision Treatment.

BACKGROUND: Autism spectrum disorder (ASD) diagnosis traditionally relies on behavioral assessments,...

May 2025 40422908
SFPGCL: Specificity-preserving federated population graph contrastive learning for multi-site ASD identification using rs-fMRI data.

Autism spectrum disorder (ASD) is a severe neurodevelopmental disorder that affects people's social ...

May 2025 40424859
Detection of Cortical Arousals in Sleep Using Multimodal Wearable Sensors and Machine Learning.

Cortical arousals are brief brain activations that disrupt sleep continuity and contribute to cardio...

May 2025 40470241
Artificial Intelligence (AI)-Driven Approaches to Manage Postoperative Pain, Anxiety, and Psychological Outcomes in Surgical Patients: A Systematic Review.

Postoperative pain, anxiety, and psychological distress significantly impact surgical recovery, yet ...

May 2025 40519390
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