Psychiatry

Depression

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

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Showing 106-126 of 1,937 articles
Latent profiles of generative artificial intelligence use among Chinese college students: Associations with depression and anxiety.

BACKGROUND: While generative artificial intelligence (GenAI) has been rapidly adopted by college stu...

(7)
Aug 2026 42660392
Precision psychiatry in clinical practice: What is clinically actionable, what is promising, and what remains experimental?

Precision psychiatry seeks to improve individual-level prediction, treatment selection, monitoring, ...

(1)
Aug 2026 42657684
Identification of suicidal ideation in major depressive disorder: A machine learning approach with multimodal digital features.

Current detection models for suicidal ideation (SI) among depressed patients have primarily relied o...

(1)
Aug 2026 42658794
Depression prediction and key factors: A comparative analysis of logistic regression and machine learning models.

OBJECTIVES: Factors associated with depression were explored in this study through logistic regressi...

(1)
Aug 2026 42658859
MSPPGT: A Multi-Scale Pyramid Pooling-Based Graph Transformer Framework for Neuropsychiatric Disorder Diagnosis.

Graph Neural Networks (GNNs) model functional connectivity patterns between brain regions via neighb...

(2)
Aug 2026 42647706
Assessing the Utility of Social Determinants of Health Data in Suicide Prediction Models.

OBJECTIVE: This study seeks to explore the utility of social determinants of health (SDoH) variables...

(3)
Aug 2026 42639809
Edge-centric brain connectomes reveal two molecularly distinct neurobiological subtypes of adolescent major depressive disorder.

Adolescent major depressive disorder (MDD) is a heterogeneous disorder that complicates diagnosis an...

(1)
Aug 2026 42640475
Early-life inflammatory subgroups in youth with psychotic experiences: A semi-supervised machine learning approach.

AIMS: Psychotic experiences (PEs) are relatively common in youth and are associated with increased r...

(4)
Aug 2026 42641669
Machine learning classification of schizophrenia and social anhedonia based on facial expressions.

BACKGROUND AND HYPOTHESIS: Schizophrenia (SCZ) is characterized by deficits in emotional expression,...

(3)
Aug 2026 42641679
NASA's ECOSTRESS satellite reveals widespread midday depression in ecosystem evapotranspiration.

Plants often exhibit a midday depression in water use (i.e., transpiration), reflecting a constraint...

(2)
Aug 2026 42642395
An Umbrella Review of Artificial Intelligence Applications in Mental Health Care.

BACKGROUND: Artificial intelligence (AI) is increasingly used in mental health care to address risin...

(2)
Aug 2026 42635445
Association between stomach pain and depression in middle-aged and older chinese adults: Evidence from CHARLS with machine learning and SHAP analysis.

BACKGROUND: Emerging evidence indicates a bidirectional relationship between gastrointestinal sympto...

(1)
Aug 2026 42632179
A Perovskite Memdiode-Based Neuromorphic in Silico Surrogate Model for Emulating Predictive Coding Failure in Diabetic Neuropathy.

Halide perovskite memdiodes have coupled ionic-electronic dynamics and are promising candidates for ...

(2)
Aug 2026 42627467
A Human-Governed Clinical Informatics Framework for Safe AI-Assisted Mental Health Counseling: Secondary Framework Development and Requirement Mapping Study.

BACKGROUND: Natural language processing and large language model systems are increasingly used to su...

(1)
Aug 2026 42628031
EEG-Based Effective Connectivity for Automated Detection of Major Depressive Disorder.

Major depressive disorder (MDD) is a prevalent mental health condition with profound consequences on...

(1)
Aug 2026 42624134
Therapeutic targeting of G protein-coupled receptors in central nervous system disorders: from novel mechanisms to precision pharmacology.

G protein-coupled receptors (GPCRs) are major therapeutic targets for central nervous system disorde...

(3)
Aug 2026 42624449
Validating objective and scalable speech markers of depression across two independent psychiatric cohorts.

BACKGROUND: Using speech as objective markers for major depressive disorder (MDD) has shown promise,...

Aug 2026 42625173
Clinicians' practices and attitudes toward depression assessment: a cross-sectional survey study.

Accurate psychological evaluation is crucial for early detection, intervention and evaluation of men...

(1)
Aug 2026 42625237
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