Psychiatry

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

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Machine learning approaches for classifying major depressive disorder using biological and neuropsychological markers: A meta-analysis.

Traditional diagnostic methods for major depressive disorder (MDD), which rely on subjective assessm...

Jul 2025 40354957
Prediction of post stroke depression with machine learning: A national multicenter cohort study.

OBJECTIVE: Post-stroke depression (PSD) is a common psychiatric complication following stroke, with ...

Jul 2025 40359805
Brain Fractal Dimension and Machine Learning can predict first-episode psychosis and risk for transition to psychosis.

Although there are notable structural abnormalities in the brain associated with psychotic diseases,...

Jul 2025 40424766
Artificial intelligence in forensic mental health: A review of applications and implications.

This narrative review explores the transformative role of artificial intelligence (AI) in forensic m...

Jul 2025 40441026
Machine learning approaches for fine-grained symptom estimation in schizophrenia: A comprehensive review.

Schizophrenia is a severe yet treatable mental disorder, and it is diagnosed using a multitude of pr...

Jul 2025 40305920
Construction and verification of risk prediction model for suicidal attempts of mood disorder based on machine learning.

BACKGROUND: Mood disorders (MD) are closely related to suicide attempt (SA). Developing an effective...

Jul 2025 40139405
Exploring artificial intelligence (AI) Chatbot usage behaviors and their association with mental health outcomes in Chinese university students.

Technology dependence has long been a critical public health issue, especially among young people. W...

Jul 2025 40147615
Anxiety disorder identification with biomarker detection through subspace-enhanced hypergraph neural network.

In this study, we propose a subspace-enhanced hypergraph neural network (seHGNN) for classifying anx...

Jul 2025 40022891
Industrial Robotics and the Future of Work.

Starting in the 1970s with robots that were physically isolated from contact with their human co-wor...

Jul 2025 40309927
Harnessing AI Agents to Advance Research on Refugee Child Mental Health

The international refugee crisis deepens, exposing millions of dis placed children to extreme psyc...

Hugan Tiaoshen Formula Improves the Comorbid Mechanism of Schizophrenia and Sleep Disorder via Multitarget Interaction Network.

This study aims to integrate cross-disease omics data and perform multidimensional analysis to uncov...

Jun 2025 40530435
The Application of Large Language Models on Major Depressive Disorder Support Based on African Natural Products

Major depressive disorder represents one of the most significant global health challenges of the 2...

Spatial Mental Modeling from Limited Views

Can Vision Language Models (VLMs) imagine the full scene from just a few views, like humans do? Hu...

Predicting Readiness to Engage in Psychotherapy of People with Chronic Pain Based on their Pain-Related Narratives Saar

Background. Chronic pain afflicts 20 % of the global population. A strictly biomedical mind-set le...

Personalized Mental State Evaluation in Human-Robot Interaction using Federated Learning

With the advent of Industry 5.0, manufacturers are increasingly prioritizing worker well-being alo...

Neuroimaging pattern interactions for suicide risk in depression captured by ensemble learning over transcriptome-defined parcellation.

BACKGROUND: For suicide in major depression disorder, it is urgent to seek for a reliable neuroimagi...

Jun 2025 40320231
A Model-Mediated Stacked Ensemble Approach for Depression Prediction Among Professionals

Depression is a significant mental health concern, particularly in professional environments where...

MultiViT2: A Data-augmented Multimodal Neuroimaging Prediction Framework via Latent Diffusion Model

Multimodal medical imaging integrates diverse data types, such as structural and functional neuroi...

Predictive Performance of Machine Learning for Suicide in Adolescents: Systematic Review and Meta-Analysis.

BACKGROUND: In the context of escalating global mental health challenges, adolescent suicide has bec...

Jun 2025 40522723
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