Psychiatry

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

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Prediction of 12-Week Remission in Patients With Depressive Disorder Using Reasoning-Based Large Language Models: Model Development and Validation Study.

BACKGROUND: Depressive disorder affects over 300 million people globally, with only 30% to 40% of pa...

Jan 2026 41576265
Evaluation of the neurotrophic peptide mixture in pathogenetic therapy of patients with Parkinson's disease.

This exploratory, single-group, open-label study investigated 17 patients with Parkinson's disease (...

Jan 2026 41577696
A Multimodal Neuro-Demographic Signature for Immuno-Metabolic Depression.

BACKGROUND: The underlying neurobiology of a recently described immuno-metabolic depression (IMD) su...

Jan 2026 41581557
Explainable AI framework for improved Thalassemia mental health classification and feature selection.

Mental health challenges in Thalassemia patients are often overlooked, despite their significant imp...

Jan 2026 41576147
User experience and safety of generative AI-based mental health chatbots: Scoping review protocol.

INTRODUCTION: Mental health problems constitute a significant global health challenge due to their r...

Jan 2026 41576176
Explainable machine learning for mental health prediction from social media behavior: a nested cross-validation study with SHAP and LIME interpretability.

Social media behavior is a promising source of early indicators for psychological distress; however,...

Jan 2026 41569469
AI in geriatric psychiatry: precision meets human experience.

Artificial intelligence (AI) and robotics are rapidly transforming geriatric psychiatry, offering po...

Jan 2026 41571986
Syntactic complexity of written text as a structural linguistic marker of depressive symptoms.

BACKGROUND: Language analysis methods have been increasingly explored for the detection of depressiv...

Jan 2026 41577043
Thinking about tomorrow: A population-based natural language processing analysis of young adults' hopes and worries for the future.

BACKGROUND: The recent declines in youth mental health highlight the need for research into the fact...

Jan 2026 41577047
Advances on the application of the Human Brainnetome Atlas in obsessive-compulsive disorder.

Obsessive-compulsive disorder (OCD) is a chronic psychiatric disorder characterized by persistent in...

Jan 2026 41619544
The role of the kynurenine pathway in the pathophysiology of autism-like phenotype induced by maternal inflammation in male mice.

Autism spectrum disorder (ASD) is a neurodevelopmental disorder with core symptoms that may include ...

Jan 2026 41577052
Linking subjective experience of anxiety to brain function using natural language processing.

Research on anxiety focuses on clinically relevant behaviours and neurophysiological responses, part...

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Jan 2026 41002215
AI-driven speech biomarkers for disease diagnosis and monitoring: a systematic review and meta-analysis.

OBJECTIVE: This study aims to comprehensively review the literature on the use of speech biomarkers ...

Jan 2026 41062257
Psychiatric Documentation and Management in Primary Care With Artificial Intelligence Scribe Use.

IMPORTANCE: Despite increasingly widespread use of artificial intelligence (AI)-driven ambient scrib...

Jan 2026 41563771
Exploring the integration of large language models in human-robot collaboration: Effects on performance, mental stress, and trust.

As large language models (LLMs) become increasingly integrated into robotic systems, understanding t...

Jan 2026 41564601
Leveraging an AI-Driven Voice Companion to Enhance Mental Health in Older Adults in Post-Acute and Long-Term Care Settings: A Feasibility Study.

Loneliness, depression, and anxiety are prevalent among older adults in post-acute and long-term car...

Jan 2026 41461198
Microbiota-metabolome interplay in depression: Metabolic insights and diagnostic potential.

Mounting evidence highlights the interplay between gut microbiota, metabolism, and depression. In th...

Jan 2026 41564867
Lateralized effects of vagus nerve stimulation on cortical spreading depression: insights from a mouse model.

OBJECTIVES: Vagus nerve stimulation (VNS) is increasingly recognized as a therapeutic approach for n...

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Jan 2026 41557703
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