Psychiatry

Depression

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

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Showing 568-588 of 1,937 articles
Explainable machine learning for mental health prediction from social media behavior: a nested cross-validation study with SHAP and LIME interpretability.

Social media behavior is a promising source of early indicators for psychological distress; however,...

Jan 2026 41569469
Syntactic complexity of written text as a structural linguistic marker of depressive symptoms.

BACKGROUND: Language analysis methods have been increasingly explored for the detection of depressiv...

Jan 2026 41577043
Psychiatric Documentation and Management in Primary Care With Artificial Intelligence Scribe Use.

IMPORTANCE: Despite increasingly widespread use of artificial intelligence (AI)-driven ambient scrib...

Jan 2026 41563771
Leveraging an AI-Driven Voice Companion to Enhance Mental Health in Older Adults in Post-Acute and Long-Term Care Settings: A Feasibility Study.

Loneliness, depression, and anxiety are prevalent among older adults in post-acute and long-term car...

Jan 2026 41461198
Microbiota-metabolome interplay in depression: Metabolic insights and diagnostic potential.

Mounting evidence highlights the interplay between gut microbiota, metabolism, and depression. In th...

Jan 2026 41564867
Lateralized effects of vagus nerve stimulation on cortical spreading depression: insights from a mouse model.

OBJECTIVES: Vagus nerve stimulation (VNS) is increasingly recognized as a therapeutic approach for n...

(1)
Jan 2026 41557703
A study on the coupling mechanism between the urban environment and depression perception based on deep learning and street view image.

With the accelerated urbanization process, the impact of the urban environment on the mental health ...

Jan 2026 41559177
Interface-engineered Gd₂O₃/ZrO₂ bilayer memristor for emulating synaptic plasticity in neuromorphic systems.

Rare-earth-based materials are attracting growing interest for neuromorphic devices due to their uni...

Jan 2026 41579574
GIN-transformer based pairwise graph contrastive learning framework.

Resting-state functional magnetic resonance imaging (rs-fMRI) provides critical biomarkers for diagn...

Jan 2026 41576557
Insights into the interplay between stroke and depression through lipid metabolism-related diagnostic genes.

Stroke, a result of acute cerebrovascular disease that causes cerebral dysfunction, often coexists w...

Jan 2026 41547864
Transfer learning from 2D natural images to 4D fMRI brain images via geometric mapping.

Functional magnetic resonance imaging (fMRI) allows real-time observation of brain activity through ...

Jan 2026 41576824
A Study on the Effectiveness of Al-Assisted Patient Health Education Using Voice Cloning and ChatGPT: A Prospective Randomized Controlled Trial.

BACKGROUND: Traditional patient education often lacks personalization and engagement, potentially li...

Jan 2026 41548948
Data Science Education for Residents, Researchers, and Students in Psychiatry and Psychology: Program Development and Evaluation Study.

BACKGROUND: The use of artificial intelligence (AI) to analyze health care data has become common in...

Jan 2026 41544003
Deep learning for detecting depression in individuals with and without alexithymia.

BACKGROUND: To accurately detect individuals' mental health issues using artificial intelligence and...

Jan 2026 41545479
Increasing engagement with cognitive-behavioral therapy (CBT) using generative AI: a randomized controlled trial (RCT).

BACKGROUND: Shortages in mental healthcare lead to long periods of inadequate support for many patie...

(3)
Jan 2026 41540194
Developing a Suicide Risk Prediction Algorithm Using Electronic Health Record Data in Mental Health Care: Real-World Case Study.

BACKGROUND: Artificial intelligence (AI) offers potential solutions to address the challenges faced ...

Jan 2026 41534082
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