Psychiatry

Depression

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

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Showing 148-168 of 1,937 articles
Otophylloside T alleviates depression-like behaviors by directly targeting EP4: An integrated multi-strategy study.

BACKGROUND: Depression is closely linked to inflammation, driving interest in novel antidepressant t...

(2)
Aug 2026 42585681
Mortality Research With Artificial Intelligence Tools: Applying Language Models to the National Violent Death Reporting System Suicide Narratives, 2003-2023.

Suicide deaths in the United States have increased for a generation with no current evidence of mean...

(1)
Aug 2026 42561172
Machine Learning Prediction of First Suicide Attempts in Early Adolescence Among Child Ideators.

OBJECTIVE: Identifying those at highest risk of making a first suicide attempt during adolescence is...

(4)
Aug 2026 42562219
Deep learning for EEG-based depression detection: A systematic literature review of methods and interpretability techniques.

Depression is a widespread mental illness in which there is a noticeable difference in the quality o...

(4)
Aug 2026 42556553
Modeling suicidal thoughts and behaviors in university students: integrating suicide theory with interpretable machine learning.

University students are at risk of suicidal thoughts and behaviors (STB), with prevalence rates high...

(2)
Aug 2026 42557558
Resting-state fMRI-based machine learning for predicting SSRI treatment response in major depressive disorder.

BACKGROUND: Major Depressive Disorder (MDD) is a prevalent mental health condition with significant ...

(4)
Aug 2026 42552532
Trustworthy artificial intelligence for rural health care.

Regional, rural and remote Australians experience poorer health outcomes and substantially higher ra...

(4)
Aug 2026 42550882
Leveraging machine learning with real-world data for hypothesis generation by identifying exposomic predictors in Parkinson's disease among farmers.

BackgroundMachine learning offers new avenues for complementing traditional epidemiological approach...

(1)
Aug 2026 42541441
Predicting Next-Day Passive Suicidal Ideation in At-Risk Youth.

INTRODUCTION: Passive suicidal ideation (SI) is a well-established risk factor for suicidal behavior...

(1)
Aug 2026 42389887
The role of catastrophizing in anxiety and depression symptom scores among knee osteoarthritis patients: a multimodal assessment with EEG and machine learning.

To examine dimensional associations between anxiety- and depression-related symptom severity, pain c...

(4)
Jul 2026 42536181
Causal effect on the number of life years lost due to a specific event: average treatment effect and variable importance.

Competing risk is a common phenomenon when dealing with time-to-event outcomes in biostatistical app...

(1)
Jul 2026 42536247
[AI Chatbots and Suicidality: Implications for Practice].

OBJECTIVE: OpenAI, the provider of ChatGPT, estimates that approximately 0.15% of weekly active user...

(1)
Jul 2026 42537661
Machine Learning Model for Predicting Suicide Risks Among Patients With Posttraumatic Stress Disorder Who Received Opioids.

BACKGROUND: The cooccurrence of posttraumatic stress disorder (PTSD) and opioid use heightens suicid...

(3)
Jul 2026 42534247
Metabolites stratify future major depressive disorder risk in obese population: a longitudinal machine learning analysis.

BACKGROUND: Obesity is a well-established risk factor for major depressive disorder (MDD), yet the r...

(1)
Jul 2026 42522228
Subthalamic spatio-spectral-connectivity of psychiatric symptoms in Parkinson's disease.

Psychiatric symptoms in Parkinson's disease (PD) are highly prevalent and challenging to treat. This...

(2)
Jul 2026 42524869
AI-Related Stress and Suicidal Tendencies in a Primary Care Cohort: Clinical Audit.

Rapid AI integration has introduced novel psychosocial stressors. Little is known about AI-specific ...

(2)
Jul 2026 42525691
A Decision Support System for Major Depressive Disorder Detection Using EMD and CNN-BiLSTM-Based Analysis of Human Voice.

Major depressive disorder (MDD) is a serious mental health disorder that is understood to affect an ...

(1)
Jul 2026 42527280
Development and Evaluation of Individualized Music Therapy for Common Mental Disorders: Protocol for a Multistage Study.

BACKGROUND: Pharmacotherapy for common mental disorders is frequently limited by adverse events and ...

(1)
Jul 2026 42520220
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