Depression - Page 2 | AI Medical Compendium

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Psychiatry Subcategories: Addictions Anxiety & Stress Bipolar Disorder Depression DSM-5 Eating Disorders Schizophrenia

Showing 22-42 of 1,937 articles

On the research on youth mental health: A scientometric analysis across mental disorders.

In youth-i.e., adolescents and young adults-mental disorders represent a major burden on well-being ...

(5)

Oct 2026 42863337

Suicide-Related Responses From AI Chatbots Through Application Programming Interfaces and Consumer-Facing Apps: Observational Cross-Sectional Comparative Study.

BACKGROUND: Generative artificial intelligence (GAI) chatbots are frequently used for mental health-...

(9)

Oct 2026 42855144

Evaluating machine learning models for predicting postpartum depression symptoms using mississippi pregnancy risk assessment monitoring system (PRAMS) 2016-2022 data.

BACKGROUND: Postpartum depression (PPD) is a significant public health concern with profound effects...

(4)

Oct 2026 42858736

Multimodal machine-learning discrimination of recent preadmission suicidal behavior in adolescents hospitalized with depressive episodes.

BACKGROUND: Objective sleep and autonomic measures may add information beyond clinical characteristi...

(3)

Oct 2026 42849856

Predicting remission following repetitive transcranial magnetic stimulation in treatment-resistant depression: a comparison of parsimonious and ensemble machine learning models.

Repetitive transcranial magnetic stimulation (rTMS) is resource-intensive, and prognostic models may...

(6)

Oct 2026 42849857

Development and Internal Validation of an Interpretable Machine Learning Model for Identifying Past-Year Nonsuicidal Self-Injury Among Adolescents With Depression: Retrospective Study.

BACKGROUND: Nonsuicidal self-injury (NSSI) is common among adolescents with depressive disorders and...

(6)

Oct 2026 42849897

Ensemble of Domain-Specific Natural Language Processing and Large Language Models for Detecting Suicidal Ideation and Mental Health Conditions in Social Media Text: Development and Evaluation Study.

BACKGROUND: Mental illness contributes substantially to global disability, and public adoption of AI...

(9)

Oct 2026 42849899

Deep fusion for multimodal subtype classification of major depressive disorders based on TSCANet.

Major Depressive Disorder (MDD) represents a major global health burden, characterized by high recur...

(3)

Oct 2026 42841689

Depressive Symptom Predictors in Older Mexican Adults: Interaction Structures and Nonlinear Effects from Machine Learning Explainability.

BACKGROUND: Depression among older adults remains a critical public health issue in Latin America, w...

(3)

Oct 2026 42843153

Mapping reproducible brain-based depression stratification across clinical, cognitive, and neurotransmitter dimensions.

Identifying reproducible brain-based stratifications across independent cohorts is critical for pars...

(1)

Oct 2026 42843469

A two-stage diagnostic classification framework integrating heart rate variability and clinical features to identify recent suicide-related status in psychiatric inpatients.

BACKGROUND: Accurate identification of recent suicide-related risk remains challenging in psychiatri...

(3)

Oct 2026 42843470

Executive functions as a transdiagnostic endophenotype in developmental psychopathology.

The majority of mental health conditions emerges before adulthood, with prevalence increasing especi...

(3)

Oct 2026 42839003

Accelerated brain aging as a transdiagnostic biomarker: A lifespan MRI brain age study across seven disorders.

BACKGROUND: Accelerated brain aging has been associated with several neuropsychiatric disorders; how...

(1)

Oct 2026 42839301

Effectiveness of Chatbots in Mental Health Screening and Assessment: Systematic Review.

BACKGROUND: Mental health disorders affect 970 million people globally; yet, over 50% do not access ...

(11)

Oct 2026 42837528

Transcriptional signatures associated with cortical similarity network changes in adolescents with major depressive disorder.

BACKGROUND: Adolescent major depressive disorder (MDD) has been associated with cortical structural ...

(2)

Oct 2026 42834754

A machine learning-derived aging index for risk stratification and mortality prediction in cardiovascular-kidney-metabolic syndrome: A retrospective cohort study.

BACKGROUND: The cardiovascular‑kidney‑metabolic (CKM) syndrome shows substantial heterogeneity in pr...

(10)

Oct 2026 42837317

Cross-Disease Classification of Depression, Bipolar Disorder, and Schizophrenia Using Multiscale Spatiotemporal Network Fusion Features From fNIRS.

BACKGROUND: Major depressive disorder (MDD), bipolar disorder (BD), and schizophrenia (SCZ) are high...

(6)

Oct 2026 42840883

Investigating the presence of microbiota-based phenotypes in Irritable Bowel Syndrome.

Irritable Bowel Syndrome (IBS) is heterogenous disorder of gut-brain interaction, with a key role fo...

(3)

Oct 2026 42833252

Mental health risk stratification using heart rate variability and prefrontal electroencephalography: eXtreme gradient boosting-based classifier and latent class analysis-based subtyping.

Heart rate variability (HRV) and electroencephalography (EEG) are reflective of cardiac autonomic mo...

(3)

Oct 2026 42833406

EDIT-B consortium: an external pan-European validation of an innovative machine learning-based test for bipolar disorder diagnosis.

BACKGROUND: Differentiating bipolar disorder (BD) from major depressive disorder (MDD) during major ...

(1)

Oct 2026 42833865

Proteins from platelet-enriched preparations as candidate biomarkers for major depressive disorder: An exploratory proteomic study.

Major depressive disorder (MDD) is a complex psychiatric disorder lacking objective clinical diagnos...

(1)

Oct 2026 42826767