Psychiatry

Depression

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

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Showing 190-210 of 1,937 articles
Design and optimization of deep learning model based on multimodal data fusion for dynamic mental health assessment.

The dynamic assessment of mental health has emerged as a hotspot for study and application due to th...

Jul 2026 42443118
Attention-Enhanced Static-Dynamic Fusion Network for Major Depressive Disorder Diagnosis.

OBJECTIVE: Accurate depression classification using fNIRS signals is critical for objective auxiliar...

Jul 2026 42443135
Unifying the hallmarks of major depression through neuroimmune-metabolic-oxidative (NIMETOX) dysregulation: a mechanistic systems framework.

Current state-of-the-art neuroimmune, metabolic, and oxidative stress (NIMETOX) knowledge that has b...

(3)
Jul 2026 42437805
Making waves: The overlooked role of non-antibiotic drugs in driving antibiotic resistance gene dissemination.

Antibiotic resistance gene (ARG) dissemination has long been attributed primarily to antibiotic cont...

(1)
Jul 2026 42468364
Frequency-decomposed EEG microstate analysis reveals altered cross-frequency coordination in adolescent major depressive disorder.

Adolescent major depressive disorder (MDD) involves alterations in large‑scale brain network dynamic...

(2)
Jul 2026 42435240
Phenotyping antidepressant treatment response with deep learning in electronic health records.

Efficient, accurate phenotyping for antidepressant treatment response in electronic health records (...

(1)
Jul 2026 42431873
From hype to reality: the feasibility, dilemmas, and solutions of Gen AI in medical education from students' perspectives.

BACKGROUND: The rapid evolution of generative artificial intelligence (AI) has sparked a pedagogical...

Jul 2026 42432646
Brain network correlates of fatigue, depression, and anxiety in patients with Crohn's Disease in different disease states.

BACKGROUND: Symptoms of fatigue, depression or anxiety are frequent in Crohn's Disease (CD) and may ...

(1)
Jul 2026 42426651
Can speech reveal mental health status? A study of linguistic features across multiple samples of at-risk adults.

An urgent challenge in clinical science is the reliable detection of psychiatric risk in the afterma...

(4)
Jul 2026 42423687
A bibliometric analysis of global research trends and emerging hotspots on suicide and depression among children and adolescents.

BACKGROUND: Suicide and depression among children and adolescents represent critical global public h...

(3)
Jul 2026 42423797
DepressLLM: Interpretable Domain-Adapted Language Model for Depression Detection from Real-World Narratives.

Advances in large language models (LLMs) have enabled a wide range of applications. However, depress...

(1)
Jul 2026 42424224
Artificial intelligence and machine learning for detecting suicidal ideation and related suicide outcomes among adolescents: A scoping review.

OBJECTIVE: This scoping review aimed to map the existing evidence on the application of artificial i...

(2)
Jul 2026 42424915
Machine learning model based on spontaneous brain activity detected by functional MRI for distinguishing unipolar depression from bipolar disorder.

BACKGROUND: The therapeutic strategies for bipolar disorder (BD) and unipolar depression (UD) are qu...

(2)
Jul 2026 42425243
Machine learning-driven correction of handgrip strength: a novel biomarker for neurological and health outcomes in the UK Biobank.

Handgrip strength (HGS) is a significant biomarker for overall health, offering a simple, cost-effec...

Jul 2026 42419349
Metaheuristic optimized hybrid machine learning framework for predicting soil compaction parameters.

Accurate prediction of maximum dry density (MDD) and optimum moisture content (OMC) is critical for ...

(3)
Jul 2026 42420352
Bioinformatics analysis reveals the characteristics of immune microenvironment in major depressive disorder and vitiligo.

BACKGROUND: Major depressive disorder (MDD) and vitiligo often occur together, worsening patient out...

(3)
Jul 2026 42418414
Capturing omega sign in the clinical assessment of depression by deep learning.

The omega sign is a melancholic facial expression, resembling the Greek letter omega "Ω". To study s...

Jul 2026 42414259
Ecological assessment of transdiagnostic clinical symptoms in serious mental illness with daily smartphone surveys.

Clinical symptoms in serious mental illness (SMI) fluctuate dynamically, yet standard interview-base...

(1)
Jul 2026 42409775
A wearable device dataset for mental health assessment using laser Doppler flowmetry and fluorescence spectroscopy sensors.

BACKGROUND: Mental health conditions such as depression, anxiety, and stress are commonly assessed u...

(2)
Jul 2026 42401748
Sedation in Acute Ischemic Stroke: Pathophysiological Basis and Evidence for Commonly Used Agents.

Sedation is frequently required in the acute management of ischemic stroke (AIS), yet its potential ...

(5)
Jul 2026 42397530
Neuroimaging-derived biotypes of self-reported insomnia symptoms are differentially associated with affective symptoms.

BACKGROUND: Sleep problems are among the most prevalent health complaints during adolescence and sho...

(4)
Jul 2026 42398825
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