Psychiatry

Depression

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

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Showing 274-294 of 1,937 articles
A large-scale annotated Urdu corpus and deep learning benchmark for mental health classification.

Millions of people worldwide are affected by mental health disorders, particularly anxiety and depre...

Jun 2026 42259907
Explainable EEG-based prediction of depression therapy outcomes using local Fibonacci pattern analysis.

Depression treatment outcomes remain difficult to predict for selective serotonin reuptake inhibitor...

(1)
Jun 2026 42302544
Prediction of an fMRI-based schizophrenia biomarker from EEG using dynamic functional connectivity: a simultaneous EEG-fMRI study.

OBJECTIVE: Recent advances in functional magnetic resonance imaging (fMRI) have identified brain fun...

Jun 2026 42246086
Resting-state EEG microstates as biomarkers for major depressive disorder.

OBJECTIVES: To investigate the temporal dynamics of resting-state electroencephalography (EEG) micro...

Jun 2026 42240230
Substance-induced manic psychosis in which delusions were corroborated by a chatbot - case report.

BACKGROUND: This case describes a substance-induced manic episode with psychotic features in which i...

(1)
Jun 2026 42243814
Analysis of health infrastructure and suicide rates in Brazil: a nationwide ecological spatial-temporal study, 2009-2023.

BACKGROUND: Suicide remains a major global health concern and disproportionately affects low- and mi...

Jun 2026 42290710
Insights into middle-aged men (40-70) who died by suicide: a nationwide mixed methods study in the Netherlands.

BACKGROUND: Globally, middle-aged men dominate suicide statistics in many regions. To understand the...

Jun 2026 42231238
Predicting adolescent suicidal tendency in Chinese secondary school students: a machine learning approach with XGBoost and SHAP interpretation.

BACKGROUND: Adolescent suicide is a critical public health issue globally. Early detection of suicid...

Jun 2026 42226135
Generative Artificial Intelligence in the Lives of Young Adults: Exploring Motivations and Mental Health.

PURPOSE: Young people have rapidly adopted generative artificial intelligence (genAI) technology, ye...

Jun 2026 42227931
Using Machine Learning to Analyze the Predictors of Life Satisfaction: Focus on Lifestyle Attitudes and Psychological Factors.

OBJECTIVES: Life satisfaction is an essential indicator of quality of life, and enhancing it can con...

Jun 2026 41923307
Mental Health Risk Detection From Social Media Text Data: A Scoping Review of the Machine Learning Research Landscape.

Machine learning approaches have been increasingly applied to social media text data for mental heal...

Jun 2026 42136355
Predicting Depression Risk in Physically Inactive Older Adults Using Dietary Antioxidants and Machine Learning: A SHAP-Interpretable Analysis of NHANES.

BACKGROUND: Physically inactive older adults represent a high-risk group for depression. However, wh...

(1)
Jun 2026 42216694
Predicting depressive symptoms among Chinese college students using recurrent neural networks with longitudinal data.

College students face a higher risk of depression than their non-college peers. However, the predict...

Jun 2026 42219415
Predicting risk of mental health deterioration using multimodal data from the UK biobank.

INTRODUCTION: Prospective prediction of mental health risk is critical for early intervention to red...

May 2026 42225233
Machine learning-based identification of multidimensional predictors of quality of life in individuals with multiple sclerosis.

This study aimed to identify independent predictors of quality of life in patients with multiple scl...

(1)
May 2026 42216334
Effectiveness of AI and rule-based conversational agents for depression, anxiety and stress: A meta-analysis.

Depression, anxiety, and stress are significant global health burdens worsened by restricted access ...

May 2026 42209800
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