Psychiatry

Depression

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

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Showing 64-84 of 1,937 articles
Bullying Victimization, Depressive Symptoms, and Suicide Among U.S. High School Adolescents: Protective Effects of School Connectedness and Parental Monitoring.

Suicidal thoughts and behaviors (STBs) among U.S. adolescents remain a public health concern and are...

(1)
Sep 2026 42776384
Implicit Bias in Large Language Model Diagnosis of Eating Disorders: Experimental Vignette Study.

BACKGROUND: Large language models (LLMs) are increasingly deployed in mental health applications, ye...

(4)
Sep 2026 42777239
Using machine learning to predict long-term treatment outcomes in psychotherapy for personality disorders.

Objective: Evidence for predictors of long-term outcomes in personality disorder (PD) treatment rema...

(2)
Sep 2026 42778877
A machine learning framework for the multi-class prediction of suicide attempt risk.

Suicide attempt risk stratification is often hampered by the limitations of current binary classific...

(2)
Sep 2026 42772249
Serum Protein Glycopatterns as Biomarkers for Machine Learning Diagnosis of Major Depressive Disorder.

The diagnosis of major depressive disorder (MDD) currently relies on subjective clinical assessment,...

(2)
Sep 2026 42765605
Research on the correlation between artificial intelligence and depression: A bibliometric analysis from 2000 to 2024.

This study aims to systematically assess the research productivity of artificial intelligence (AI) t...

(4)
Sep 2026 42760733
Use of neurostimulation in patients with treatment-resistant depression: current options and future directions.

INTRODUCTION: Treatment‑resistant depression (TRD) reflects persistent dysfunction across large‑scal...

(2)
Sep 2026 42750650
Sexual dysfunction in peritoneal dialysis: associated factors and exploratory machine-learning classification.

BACKGROUND: Sexual dysfunction (SD) is a common yet under-recognized complication in patients receiv...

(1)
Sep 2026 42742858
A Smartphone-Based Acoustic Machine Learning Pipeline for Detecting Suicidal Ideation: Case-Control Model Development and Validation Study.

BACKGROUND: Suicidal ideation (SI) among university students is a growing public health concern. Sel...

(4)
Sep 2026 42743592
Effects of an algorithmically enhanced personalized music-based intervention in patients with dementia.

BackgroundMusic-based interventions (MBIs) are gaining recognition as non-pharmacological strategies...

(2)
Sep 2026 42744796
Census-based adolescent depression risk assessment: A novel method and reflections.

Diagnosing psychological issues in adolescents is generally more challenging than in adults. The nee...

(1)
Sep 2026 42743353
Integrated metagenomic and metabolomic analysis identifies severity-specific inflammatory and metabolic signatures in post-stroke depression.

Post-stroke depression (PSD) is a common complication that significantly impacts patient prognosis. ...

(1)
Sep 2026 42734183
Depictions of Depression in Generative AI Video Models: Mixed Methods Study of OpenAI's Sora 2.

BACKGROUND: Generative AI video models are increasingly capable of producing complex depictions of m...

(1)
Sep 2026 42735385
Identifying key risk factors of adolescent Internet Gaming Disorder using explainable machine learning and network analysis.

BACKGROUND: Internet Gaming Disorder (IGD) poses significant psychological and social risks for adol...

(3)
Sep 2026 42732833
Differentiation between bipolar versus unipolar depression by AI-based multimodal behavioral analysis.

BACKGROUND: Given their differing pathophysiology and treatment approaches, the primary aim of the c...

(2)
Sep 2026 42725756
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