Psychiatry

Depression

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

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Showing 337-357 of 1,937 articles
Combining Machine Learning Models and Screening to Enhance Suicide Risk Identification for American Indian Patients: Retrospective Cohort Study.

BACKGROUND: American Indian and Alaska Native communities experience disproportionately high suicide...

May 2026 42114005
Prenatal serotonin reuptake inhibitor exposure and maternal depression symptoms are associated with altered fetal brain and placental development.

Maternal mental health is associated with fetal neurodevelopment. Identifying effective treatments f...

May 2026 42106476
Diagnostic accuracy of machine learning approaches for suicide‑related outcomes: a meta‑analysis.

OBJECTIVE: This diagnostic test accuracy meta-analysis aimed to provide clinically interpretable est...

May 2026 42106827
Permeable Proton Transport and Hydrogenation Attained by ONCS-Induced Graphene Nanosheet Film for Neuromorphic Memory Devices.

Traditional von Neumann architecture-based devices are limited by the memory wall, hindering the dev...

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May 2026 42095418
MSFSNet: Multi-Source Few-Shot Adaptation Network for Cross-Subject Depression Recognition from EEG Signals.

Depression is a prevalent mental disorder with severe socio-economic implications, and its early ide...

May 2026 42096389
Global Perspectives on CNS Drug Innovation: Achievements, Barriers, and Priorities for the Next Decade.

BACKGROUND: Over the past decade, neuropsychopharmacology has shifted from stagnation to momentum, w...

May 2026 42096531
Effectiveness of AI-based conversational and socially assistive agents in older adults: a systematic review and meta-analysis.

BACKGROUND: Depression and loneliness are highly prevalent among older adults, yet access to timely ...

May 2026 42098628
Research on depression diagnosis method based on multi-scale analysis of frontal lead EEG.

BACKGROUND: Depression is one of the most prevalent mental disorders globally, severely affecting in...

May 2026 42098689
Construction of depression risk prediction model using genetic markers and machine learning.

BACKGROUND: Depression is a leading cause of global disease burden, with diagnosis often relying on ...

May 2026 42103243
ThinkAI: A Natural Language Processing-based Intelligent framework for Mental Health.

In the current digital era, emotional and mental health challenges are becoming very common. Therefo...

May 2026 42089775
Anxiety and Depression Associated With the Dependent Use of Generative AI in Medical Students: Cross-Sectional Study.

BACKGROUND: The growing integration of artificial intelligence (AI) in higher education has transfor...

May 2026 42085672
Feasibility and Acceptability of a Prevention-Focused Screener for Perinatal Depression Risk: Mixed Methods Cohort Study.

BACKGROUND: More than 20% of perinatal women experience depression, with suicide being a leading cau...

May 2026 42085674
Intelligent diagnosis of major depressive disorder with edge convolution and contrastive learning.

Based on functional connectivity (FC) matrices derived from resting-state functional magnetic resona...

May 2026 42085511
Sex-specific microbial and tryptophan signatures of depression implicate archaeal methanogens and indole-3-acetic acid only in women.

Sex differences in mental health are often overlooked, yet gut microbiota-host metabolite interactio...

May 2026 42082522
Early detection of mental health on social media using a hybrid Bi-LSTM-XGBoost model: a comparative study.

The case of mental health disorders has been a main topic in the clinical and psychological field. T...

May 2026 42082563
Classifying and visualizing medication use in the ABCD study.

Medication use during adolescence provides important insight into current health and treatment patte...

May 2026 42071040
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