Psychiatry

Depression

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

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Showing 316-336 of 1,937 articles
From EEG signals to quantitative assessment: predicting depression severity using a novel deep learning framework.

The assessment of depression severity still relies primarily on subjective rating scales, with a lac...

May 2026 42156469
Urinary copper is linked to regional cortical volume reductions in adolescents with major depressive disorder.

Major depressive disorder (MDD) is highly prevalent among adolescents, but its neurobiological mecha...

May 2026 42156723
An Electrical Capacitance Tomography Dataset for Image Reconstruction Benchmarking.

We introduce ECT-Bench, the first large-scale, experimentally acquired dataset for planar Electrical...

May 2026 42156788
The multilevel exploration test, a novel paradigm to measure exploratory behavior in depression animal models and the involvement of the PL-ZI circuit.

Diminished drive is one of the core symptoms of major depressive disorder (MDD) diagnosis, yet its u...

May 2026 42151503
Personalized machine learning guided intervention for optimizing lifestyle behaviors in depression: a pilot study.

Personalized data-driven interventions for depression are much needed. Here, we leveraged N-of-1 mac...

May 2026 42151558
Application of artificial intelligence-assisted education for postoperative pulmonary rehabilitation: a hybrid model of AI and nurse-driven support.

OBJECTIVE: To explore the clinical value of AI-assisted pulmonary rehabilitation education in patien...

May 2026 42152114
Using smartphone surveys to predict next-week suicide attempts.

Clinicians are tasked with predicting and preventing suicidal behavior among their patients; however...

May 2026 42149475
Using Digital Phenotyping for Depression Screening in Community-Dwelling Older Adults: Bayesian Multilevel Hurdle Model Machine Learning Approach.

BACKGROUND: With the rapidly aging population, mental health among older adults has received growing...

May 2026 42139722
Neural Responses to Affective Sentences Reveal Signatures of Depression.

Major Depressive Disorder (MDD) is a highly prevalent mental health condition, and a deeper understa...

May 2026 42140957
Current themes of AI in mental health: Actionable evidence and guardrails for mood and anxiety care.

Currently, artificial intelligence (AI) is clinically relevant to mood and anxiety care, but the evi...

May 2026 42211738
Toward precision prevention: machine learning-identified risk and protective factors for distinct bullying victimization types among Chinese adolescents.

BACKGROUND: Bullying victimization among Chinese adolescents manifests in distinct types (verbal, ph...

May 2026 42135723
Exploring GPT-based models for depression detection in adolescents using naturalistic speech: A proof-of-concept study.

This study investigates whether GPT-4o, a Large Language Model (LLM), can identify depression from d...

May 2026 42134742
Acoustics of depression.

BACKGROUND: The sound of speech reflects the speaker's mood in a way that may enable objective measu...

May 2026 42134744
TF-MCL: Time-frequency fusion and multi-domain cross-loss for self-supervised depression detection.

In recent years, there has been a notable increase in the use of supervised detection methods of maj...

May 2026 42066795
Machine Learning for Comparative Antidepressant Selection in Major Depressive Disorder: Systematic Review.

BACKGROUND: Major depressive disorder (MDD) affects approximately 1 in 6 adults during their lifetim...

May 2026 42126586
Developing a Clinical Prediction Model for Nonimprovement of Depressive Symptoms at Discharge After Treatment of Eating Disorders.

OBJECTIVE: Depressive symptoms are highly prevalent among people with eating disorders (ED). Althoug...

May 2026 42117565
Structural imaging predictors of ketamine response in treatment-resistant depression: a machine learning approach.

Ketamine has demonstrated rapid antidepressant efficacy in treatment-resistant depression (TRD), but...

May 2026 42120872
Using natural language processing to assess proxy measures of therapeutic alliance across suicide risk tiers.

Therapeutic alliance is a core predictor of psychotherapeutic outcome, in general, and suicide preve...

May 2026 42119904
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