Psychiatry

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

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Predictive neuroimaging biomarkers of major depressive disorder treatment response: An umbrella review.

Major depressive disorder (MDD) is a heterogeneous condition with varied responses to pharmacologica...

Apr 2026 41935973
[Simulated consciousness, pseudo-empathy and the illusion of attachment: what can psychiatry do with artificial intelligence?].

Over the past decade, the burden of mental disorders has grown while services remain capacity-constr...

Apr 2026 41936035
Machine learning-based risk classification of depressive symptoms among patients with hearing loss: evidence from the Health and Retirement Study (HRS).

BACKGROUND: Depression is a common and debilitating condition among individuals with hearing loss, s...

Apr 2026 42004398
Imaging and machine learning reveal pigment ring spatial characteristics in vitiligo progression.

BACKGROUND: Vitiligo is a chronic autoimmune disorder causing skin depigmentation due to melanocyte ...

Apr 2026 41936290
Presence hallucination induction through robotically mediated somatomotor conflicts: A pooled analysis of 25 experiments.

Hallucinations are significant symptoms in psychiatric and neurodegenerative diseases, that may indi...

Apr 2026 42000554
Prediction of post-COVID chronic fatigue syndrome using data mining and machine learning techniques in Isfahan COVID cohort study.

BACKGROUND: Post-COVID Fatigue (PCF) is one of the most common issues people face after recovering f...

Apr 2026 42000587
Multimorbidity and major adverse cardiovascular events in antipsychotic users: Time-to-event prediction by explainable machine learning.

Antipsychotic treatment is associated with higher risk of major adverse cardiovascular events (MACEs...

Apr 2026 42063537
The relationship between artificial intelligence literacy and artificial intelligence anxiety: A cross-sectional study among pediatric nurses.

AIM: This study aimed to investigate the relationship between pediatric nurses' levels of artificial...

Apr 2026 41935428
Bipolar disorder relapse detection and prediction using smartwatches. A pilot study for machine learning models using anomaly detection methods.

BACKGROUND: Bipolar disorder (BD) is a chronic mental illness with recurrent mood episodes, with up ...

Apr 2026 41936981
Prediction model for frailty risk in ischemic stroke patients: Application and validation of support vector machines and nomograms.

This study aimed to develop a prediction model based on nomograms and support vector machines (SVM) ...

Apr 2026 41931357
To be Healed or Hacked? - User-Centered Ethical Design for Embodied AI in Mental Health Care.

The global prevalence of mental health disorders has created a substantial treatment gap. To support...

Apr 2026 41931426
The impact of the radical urbanization index on depression risk among middle-aged and elderly Chinese: Evidence from a large-scale cross-sectional study.

BACKGROUND: Rapid urbanization in China, while boosting socioeconomic development, has triggered "ra...

Apr 2026 41931487
Comparing barriers to employee assistance program utilization in Canada and the United States using natural language processing and machine learning.

Employee Assistance Program (EAP)s provide critical mental health support, yet utilization remains l...

Apr 2026 41931592
Human in the loop: Balancing artificial intelligence, clinical judgment, and legal responsibility.

Artificial intelligence (AI) is increasingly integrated into mental health care, legal decision-maki...

Apr 2026 41932077
Deciphering risk factors for severe postherpetic neuralgia in patients with herpes zoster: an interpretable machine learning approach.

INTRODUCTION: Postherpetic neuralgia (PHN) is a common complication of herpes zoster (HZ). This stud...

Apr 2026 39779279
Resting-State Functional Connectivity of the Amygdala and Hippocampus in PTSD: Results From the PGC-ENIGMA PTSD Working Group.

OBJECTIVE: Studies investigating resting-state functional connectivity of the amygdala and hippocamp...

Apr 2026 41922983
Integrative Dermatology for Longevity: The Synergy of Topical and Internal Approaches.

Skin aging reflects both intrinsic biological decline and extrinsic influences collectively known as...

Apr 2026 41926038
AI Chatbots for Mental Health Self-Management: Lived Experience-Centered Qualitative Study.

BACKGROUND: Large language models (LLMs) now enable chatbots to engage in sensitive mental health co...

Apr 2026 41926675
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