Psychiatry

Depression

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

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Showing 127-147 of 1,937 articles
Connectome-based modeling of the suicidal brain: neurobiological substrates, clinical translation and future perspectives.

Suicide represents a global public health crisis, claiming over 700,000 lives worldwide every year. ...

Aug 2026 42612815
Machine learning combined with fMRI identifies dynamic brain network alterations in post-stroke depression: A dual-center cross-sectional study.

OBJECTIVE: Post-stroke depression (PSD) is under-recognized and associated with poorer rehabilitatio...

(3)
Aug 2026 42612921
Interpretable Topic Modeling of Spontaneous Speech in Depression Using Large Language Models: Multilingual Four-Cohort Study.

BACKGROUND: Depression is underdiagnosed worldwide, and clinicians rely on interpreting patients' su...

(3)
Aug 2026 42607290
Defining 'psychedelic'.

Humphry Osmond coined the term 'psychedelic' in 1956, conjoining 'psyche' for 'soul' and 'delic' for...

(3)
Aug 2026 42605589
Predicting six-year depression trajectories in adulthood: A super learner ensemble approach using the Add Health dataset.

BACKGROUND: Depression is a leading global cause of disability, and much focus has been directed tow...

(1)
Aug 2026 42600779
A multi-metric profiling of OFC subregion connectivity identifies system-level alterations in major depressive disorder.

BACKGROUND: Orbitofrontal cortex (OFC) dysfunction contributes to major depressive disorder (MDD), p...

(3)
Aug 2026 42600783
Optimal 24-Hour Sleep Duration and Depression Risk in Chinese Middle-Aged and Elderly: A Machine Learning and RCS Analysis of Nonlinear Associations.

OBJECTIVES: To investigate the relationship between sleep (nocturnal sleep and total 24-hour sleep) ...

(3)
Aug 2026 42593723
Digital Markers for Passive Remote Monitoring of Bipolar Disorder: Systematic Review.

BACKGROUND: Bipolar disorder (BD) features episodic shifts among mania, hypomania, depression, mixed...

(1)
Aug 2026 42594348
Exploring Applications of AI in the Crisis Line Sector: Protocol for a Scoping Review.

BACKGROUND: Crisis helplines are a vital component of a robust public health approach to suicide pre...

(1)
Aug 2026 42595335
Predicting US Army Soldier Suicide-Related Behaviors at the Time of Periodic Health Assessments.

IMPORTANCE: Suicide is the leading cause of death among active-duty US Army soldiers. Evidence-based...

(1)
Aug 2026 42584912
Scalable prediction of suicidal risk in university students: a three steps machine learning approach in university settings.

Suicide is a leading cause of death among young adults, with university students representing a part...

(1)
Aug 2026 42581052
The use of large language models in automated depression detection.

BACKGROUND: Large language models have been evaluated on many healthcare tasks, including depression...

(1)
Aug 2026 42579978
Multidimensional thermal anomalies and suicide mortality: Acute risks, delayed effects, and the operational utility of early warning systems.

The rising frequency of extreme temperature events due to climate change presents an urgent public h...

(1)
Aug 2026 42579980
Measuring Depression Severity With Clinical Global Impression-Severity Scale Scores From Clinical Notes Using Large Language Models: Validation Study.

BACKGROUND: Real-world psychiatric care is marked by wide heterogeneity in clinical presentations an...

(4)
Aug 2026 42573558
The diagnostic value of the circadian rhythm gene KLF10 in anxiety-depressive disorders and its neuroimmune regulatory mechanisms.

BACKGROUND: Anxiety-depressive disorder (ADD) is one of the important subtypes of depression, which ...

(1)
Aug 2026 42574259
Patterns of Engagement With an AI Conversational Agent for Mental Health and Associations With Anxiety and Depression: Cross-Sectional Study.

BACKGROUND: Digital mental health interventions using conversational AI agents are increasingly bein...

(1)
Aug 2026 42574544
Deep learning reveals a neurocomputational mechanism predicting depression risk in adolescents.

Early detection and prevention of psychiatric disorders, particularly depression, remain as major gl...

(3)
Aug 2026 42566534
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