Psychiatry

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

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Showing 1450-1470 of 7,026 articles
Association of depression and gastrointestinal diseases: a three-stage study.

BACKGROUND: Depression as a mental illness is commonly observed to co-occur with various somatic dis...

Mar 2026 41877611
Machine-Learning Decomposition Identifies a Big Two Structure in Human Personality with Distinct Neurocognitive Profiles.

Personality neuroscience has traditionally relied on the Big Five model to investigate trait structu...

Mar 2026 41878949
Leveraging Machine Learning to Predict Mental Health Referral Follow-up Among US Military Personnel.

BACKGROUND: Noncompliance with mental health referrals among US military personnel remains a signifi...

Mar 2026 41880182
Fuzzy Logic Approaches for Causal Inference in Health Care: Systematic Review.

BACKGROUND: Fuzzy logic has been progressively investigated as a viable alternative to traditional s...

Mar 2026 41880635
Digital health technologies in pain management for patients with endometriosis: A scoping review.

OBJECTIVE: This scoping review aimed to map the evidence on how digital health technologies are used...

Mar 2026 41880277
Key factors associated with social anxiety symptoms among Chinese adolescents: An exploration via machine learning models.

BACKGROUND: Numerous factors from the family environment, school contexts, and individual characteri...

Mar 2026 41924768
The alteration of the brainstem functional connectivity in the first episode and drug-native generalized anxiety disorder and its transcriptional patterns.

BACKGROUND: Although the brainstem abnormality has been reported in anxiety disorders, there is a sc...

Mar 2026 41903484
Optimized Complex-Valued Spatio-Temporal Graph Convolutional Networks for attention deficit hyperactivity disorder detection in pediatric EEG signals.

Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental condition affecting mood, an...

Mar 2026 41880772
Prediction of depressive episodes based on clinical features, cognitive characteristics, inflammation-related proteins, and EEG data.

The absence of clinically validated biomarkers and objective diagnostic protocols hinders the accura...

Mar 2026 41876463
Machine learning-based predictive models and subtypes patterns in peripheral blood of schizophrenia based on a machine learning computational framework.

Schizophrenia (SCZ) is a complex psychiatric disorder, and its pathogenic mechanisms are not yet ful...

Mar 2026 41876515
A Dataset of University Students' Stress and Anxiety Levels based on Questionnaires and Wearable Sensors.

Mental health issues such as stress and anxiety are highly prevalent among university students, ofte...

Mar 2026 41876550
Risk prediction tools in multiple long-term conditions management: a qualitative study.

BACKGROUND: Risk stratification is integral to providing good care, but its value in managing patien...

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Mar 2026 41344812
Large Language Model-Powered Diagnostic Co-Pilot ("CapyEngine") for Mental Disorders: Development, Evaluation, and Future Optimization Study.

BACKGROUND: Despite the growing potential of large language models (LLMs) in mental health services,...

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Mar 2026 41875403
Postgraduate students' perceptions of artificial intelligence integration in research: A cross-sectional study.

BACKGROUND: Generative artificial intelligence (AI) tools such as ChatGPT are increasingly used in a...

Mar 2026 41875191
Developing a machine learning-based predictive model for depression risk in patients with cardiovascular diseases.

BACKGROUND: Cardiovascular Diseases (CVD) are frequently comorbid with depression, significantly aff...

Mar 2026 41881115
Machine learning models for detecting suicidal ideation in Chinese in-patients with major depressive disorder: A single-centre retrospective study.

UNLABELLED: Suicide claims >720,000 lives annually; major depressive disorder (MDD) carries the high...

Mar 2026 41881117
Predicting suicidal ideation from depression screening data: A network-augmented machine learning approach.

BACKGROUND: Suicidal ideation is often assessed using a single self-report item in routine screening...

Mar 2026 41881118
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