Psychiatry

Depression

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

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Showing 85-105 of 1,937 articles
A Multimodal Sensor Fusion Approach for Mental Health Detection Using Mobile, Wearable, and IoT Sensors.

Depression and anxiety are among the most prevalent mental health disorders, yet many cases remain u...

(5)
Sep 2026 42726616
Machine learning identifies depression risk in older adults with chronic diseases: Clarifying shared risk factors stratified by cognitive impairment status.

BACKGROUND: The prevalence of depression is higher among older adults with chronic diseases and cogn...

(1)
Sep 2026 42727201
Temporal and cross-site validation of an AI system for self-harm detection.

Adequate self-harm surveillance is a key part of suicide prevention. Our previous research demonstra...

(2)
Sep 2026 42726793
Multilingual lexical feature analysis of spoken language for predicting major depression symptom severity.

BACKGROUND: Remotely captured spoken language could provide objective, regular indicators of depress...

Sep 2026 42722301
Virobiome-mediated regulation of microbiota-gut-brain axis signaling and neuroimmune homeostasis.

The human gut-brain axis (GBA) is increasingly recognized as a complex bidirectional communication s...

(1)
Sep 2026 42723086
Machine learning-assisted plasma PEA proteomics enables differential diagnosis of melancholic depression and bipolar disorder.

Differentiating bipolar disorder (BD) from major depressive disorder (MDD) remains a critical unmet ...

(2)
Sep 2026 42716347
Imaging cellular activity across all organs reveals body-wide circuits.

An animal's ability to survive and thrive-whether fleeing from danger, eating a meal, or fighting an...

(2)
Sep 2026 42717095
Gut microbiota correlating with glycerophospholipid metabolism dysregulation is associated with brain functional alterations in adolescent depression.

Gut microbiota dysbiosis has been linked to depression; however, evidence regarding this association...

(4)
Sep 2026 42710694
Social disconnection integrates genetic and proteomic risks in suicidal ideation and depression.

Suicidal ideation (SI) and major depressive disorder (MDD) are complex psychiatric conditions arisin...

(1)
Sep 2026 42706232
Major Depressive Disorder Signatures: A Review of Artificial Intelligence (AI)-Powered Insights Into Gut Dysbiosis.

BACKGROUND AND AIMS: Major Depressive Disorder (MDD) is a highly common neuropsychiatric disorder gl...

(1)
Sep 2026 42707775
Integration of network pharmacology, molecular docking, and molecular dynamics simulation to elucidate the mechanism of Psychotria rubra in depression treatment.

Depression is a chronic mental disorder with high disability and mortality rates, affecting approxim...

(1)
Sep 2026 42684615
A Clinical AI-Based System (MoodMon) for Affective Disorders: Algorithm Development and Validation.

BACKGROUND: Psychiatry needs objective technological tools to address global staffing shortages, sti...

(1)
Sep 2026 42684674
Emotionally engaged speech reveals acoustic markers of depression and suicide risk.

BACKGROUND: Major depressive disorder exists along a continuum, from health through remission to act...

(1)
Sep 2026 42686074
Heterogeneous structural brain signatures of methamphetamine and ketamine use disorders revealed by normative modeling.

Marked interindividual heterogeneity in substance use disorder (SUD) impedes the identification of c...

(2)
Sep 2026 42686998
Unsupervised Identification of Population Clusters With Distinct Low Back Pain Profiles.

BACKGROUND CONTEXT: Low back pain (LBP) is a leading cause of disability worldwide, yet population-l...

(1)
Sep 2026 42679904
Machine Learning Models for Predicting Pain, Fatigue, Depression, Anxiety, and Malnutrition in Cancer Patients: A Systematic Review and Meta-Analysis.

INTRODUCTION: Cancer-related symptoms including pain, fatigue, depression, anxiety, and malnutrition...

(2)
Sep 2026 42584044
Harmonising Depression and Anxiety Measures Across International Cohorts: A Framework Validated Using Measurement Invariance.

AIMS: Cross-national research on mental health trajectories requires harmonised measures that are va...

(1)
Sep 2026 42661415
Bioinformatics Analysis of the Diagnostic Value of Copper and Zinc Metabolism-Related Genes in Major Depressive Disorder: An In Silico Multi-Cohort Study.

This study aimed to identify copper and zinc metabolism-related genes as potential diagnostic biomar...

(1)
Aug 2026 42623125
Spatial synaptic pruning mechanism of NAC microglia in differential regulation of PTSD- and depression-like behaviors.

BACKGROUND AND AIMS: Post-traumatic stress disorder (PTSD) comorbid with depression is a prevalent, ...

(2)
Aug 2026 42669315
MIDAS: A multimodal interview-based framework for depression assessment from clinical interviews.

Automated depression assessment from clinical interviews is a challenging intelligent healthcare tas...

(1)
Aug 2026 42664926
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