Emergency Medicine

Latest AI and machine learning research in emergency medicine for healthcare professionals.

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Showing 484-504 of 4,993 articles
Triage Nurses' Perceptions of Artificial Intelligence: A Cross-Sectional Study.

INTRODUCTION: Emergency department crowding and increasing patient complexity challenge traditional ...

Mar 2026 41793396
PM2.5 exposure induces functional alterations in pregnant rats heart and in human stem cell derived cardiac spheroids.

Air pollution is a major cardiovascular risk factor, with particulate matter (PM) posing significant...

Mar 2026 41786966
Adverse outcome pathway-informed machine learning for predicting vascular toxicity of emerging organic pollutants.

Emerging organic pollutants (EOPs) are increasingly detected in wastewater and pose potential vascul...

Mar 2026 41789594
AI-guided surgical decision support system for corneal laceration repair: a prospective, non-randomized controlled feasibility study.

To evaluate the feasibility and application value of a transfer learning-based artificial intelligen...

Mar 2026 41792236
Multidisciplinary Optimization Design of pVADs Using Analytical Target Cascading-Guided Genetic Algorithm.

PURPOSE: The purpose of this article is to address the limitations of inconsistency between the impe...

Mar 2026 41792382
Phenotypic clustering of myocardial infarction complicated by out-of-hospital cardiac arrest using unsupervised machine learning.

BACKGROUND: Patients with myocardial infarction (MI) complicated by out-of-hospital cardiac arrest (...

Mar 2026 41794115
Deep Learning-Based ROSC Prediction and ECG Phenotyping in Out-of-Hospital Cardiac Arrest.

INTRODUCTION: Electrocardiogram (ECG) signals during cardiac arrest contain detailed information on ...

Mar 2026 41794117
Unraveling the connection between PFOA and bladder cancer: A study integrating network toxicology, molecular docking, and experimental validation.

PFOA, an environmental pollutant linked to bladder cancer, has unclear molecular mechanisms. Integra...

Mar 2026 41794187
Early Prediction of Standing at Discharge in Moderate-to-Severe TBI: A Clinical Machine Learning Model Integrating Modifiable and Nonmodifiable Factors.

OBJECTIVE: To develop and internally validate a machine learning model to predict favorable standing...

Mar 2026 41794268
Screening of Respiratory Toxicity of Environmental Compounds Based on Multimodal Feature Fusion Model.

The respiratory system constitutes the primary interface between the human body and the external env...

Mar 2026 41782501
Machine Learning-Enhanced Feature Engineering for High-Fidelity Quasi-Isentropic Waveform Prediction under Data Sparsity Constraints.

The quasi-isentropic loading method based on multidimensional gradient structures plays a critical r...

Mar 2026 41782522
Field Foresight-Predicting the Need for Massive Transfusion, ICU Utilization, and Mechanical Ventilation for Traumatically Injured Patients.

INTRODUCTION: Expeditiously predicting outcomes is essential to allocating blood and intensive care ...

Mar 2026 41784140
Intelligent model for stratification of acute radiation syndrome severity in humans.

PURPOSE: The aim of this study was to develop and compare two intelligent model for stratifying the ...

Mar 2026 41784608
Carbon quantum dots exacerbate Parkinson's disease-like pathology through microglia-mediated neuroinflammatory responses with toxicological implications.

The global burden of Parkinson's disease (PD) is projected to double by 2050, with early-onset cases...

Mar 2026 41791449
Natural Language Processing and Machine Learning Classification Model for Injury Mechanism in Trauma.

INTRODUCTION: Creating and maintaining research databases in trauma can be resource intensive. Natur...

Mar 2026 41785659
Comparing Risk Prediction for Suicide Attempts and Deaths After Emergency Department Visits for Individuals With Mental Health Disorders.

Objective: To identify and compare predictors of nonfatal and fatal suicidal events within 180 days ...

Mar 2026 41784443
A Review on Automatic Personal Identification Using Panoramic Radiographs and Computed Tomography.

Identifying completely unknown individuals is a major challenge in forensic and emergency medicine. ...

Mar 2026 41780547
AI Triage in Primary Care: Building Safer and More Equitable Real-World Evidence.

Artificial intelligence triage in general practice is developing rapidly within the primary care dig...

Mar 2026 41780919
Determinants of labor epidural analgesia uptake and associations with maternal-neonatal outcomes: a stratified cohort study with risk prediction modeling.

BACKGROUND: Labor pain is a major physiological and psychological stressor for women during childbir...

Mar 2026 41776442
Contribution of social determinants to symptoms of generalized anxiety disorder.

Symptoms of anxiety are known to be triggered by a range of life context factors including early lif...

Mar 2026 41779807
Bridging AI advancements with risk assessment needs: A journey towards effective use and regulatory acceptance.

In recent years, the development of artificial intelligence (AI), including machine learning (ML) an...

Mar 2026 41786018
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