Psychiatry

Depression

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

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Showing 169-189 of 1,937 articles
Mapping Depression Correlated Amygdala Communication.

The amygdala is a central hub for emotional processing, whose interactions with large-scale brain ne...

(1)
Jul 2026 42501214
The Quality of Suicide-Related Stories Generated by Large Language Models.

Background: Suicide-related media is known to influence suicide rates. Large language models (LLMs),...

(1)
Jul 2026 42494211
Multimodal Domain Generalization for Depression Detection: An Attention-Based BiLSTM Network With Domain-Adversarial Training.

Automatic depression detection with deep learning has shown promise, but often suffers from limited ...

(3)
Jul 2026 42497053
Digital doppelgangers in psychiatry.

Digital doppelgangers are individualized, continuously updated digital representations of a person c...

(5)
Jul 2026 42489964
Adjustment set selection for estimating optimal treatment rules under confounding.

There is an increasing call for individualized treatment rules, which leverage individual patient ch...

(1)
Jul 2026 42490295
Rapid Development and Testing of Behavioral Text Message Reminders for Antidepressant Adherence via Online Panels: Survey Study.

BACKGROUND: SMS text message reminders have been used to promote many health behaviors, such as impr...

(1)
Jul 2026 42492084
Gut Microbiome in Depression with and without REM Sleep Behavior Disorder.

Major depressive disorder (MDD) is a risk factor for neurodegeneration, yet its heterogeneity makes ...

(1)
Jul 2026 42493609
Artificial intelligence-driven environments as emerging contexts in suicide risk.

Recent reports have described suicides temporally associated with artificial intelligence (AI)-media...

Jul 2026 42501565
Identification and validation of an explainable screening model of college students' mental health with therapeutic strategy implications.

Mental health issues, especially depressive symptoms, among young adults represent a public health c...

Jul 2026 42481832
Integration of cognitive behavioral therapy and mobile health applications among university students with depression: a qualitative study.

BACKGROUND: Most applications for depression lack comprehensive theoretical integration and qualitat...

Jul 2026 42454530
Passive Screening for Depressive Symptoms Using Daily Wrist Actigraphy and Deep Learning: Model Development and Validation Study.

BACKGROUND: Depressive symptoms are common yet often underrecognized in routine care, underscoring t...

(2)
Jul 2026 42456159
Complex dynamics in psychological data: Mapping individual symptom trajectories to group-level patterns.

This study integrates causal inference, graph analysis, temporal complexity measures, and machine le...

Jul 2026 42458133
Predicting comorbid anxiety in adolescents with major depressive disorder: an EEG-based machine learning approach with SHAP interpretability.

Comorbid anxiety in adolescents with major depressive disorder (adMDD) is linked to higher suicide r...

(1)
Jul 2026 42448661
Integrative multi-omics reveals MHC class II-mediated neuroinflammation and systemic metabolic dysregulation as transdiagnostic drivers in major brain disorders.

Psychiatric, neurodevelopmental, and neurodegenerative disorders, including Alzheimer's disease (AD)...

(3)
Jul 2026 42448663
Predicting depression severity among people living with HIV in Oman using random forest.

Depression is the most common psychiatric comorbidity among people living with HIV and is associated...

(1)
Jul 2026 42441949
Pharmacologic and expectancy effects in depression: Associations with inter-network resting-state connectivity.

Depression involves dysregulation across large-scale neural networks, yet substantial heterogeneity ...

Jul 2026 42442664
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