Emergency Medicine

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

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Showing 3004-3024 of 4,986 articles
Chat-GPT in triage: Still far from surpassing human expertise - An observational study.

BACKGROUND: Triage is essential in emergency departments (EDs) to prioritize patient care based on c...

Jun 2025 40120387
ER-REASON: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room

Large language models (LLMs) have been extensively evaluated on medical question answering tasks b...

VLMLight: Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning

Traffic signal control (TSC) is a core challenge in urban mobility, where real-time decisions must...

Exploring treatment effects and fluid resuscitation strategies in septic shock: a deep learning-based causal inference approach.

Septic shock exhibits diverse etiologies and patient characteristics, necessitating tailored fluid m...

May 2025 40415107
Dual Attention Residual U-Net for Accurate Brain Ultrasound Segmentation in IVH Detection

Intraventricular hemorrhage (IVH) is a severe neurological complication among premature infants, n...

Early Predictive Accuracy of Machine Learning for Hemorrhagic Transformation in Acute Ischemic Stroke: Systematic Review and Meta-Analysis.

BACKGROUND: Hemorrhagic transformation (HT) is commonly detected in acute ischemic stroke (AIS) and ...

May 2025 40408765
Better Safe Than Sorry? Overreaction Problem of Vision Language Models in Visual Emergency Recognition

Vision-Language Models (VLMs) have demonstrated impressive capabilities in understanding visual co...

The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support

Can small language models with 0.5B to 5B parameters meaningfully engage in trauma-informed, empat...

Optimal Vasopressin Initiation in Septic Shock: The OVISS Reinforcement Learning Study.

IMPORTANCE: Norepinephrine is the first-line vasopressor for patients with septic shock. When and wh...

May 2025 40098600
Machine Learning for Toxicity Prediction Using Chemical Structures: Pillars for Success in the Real World.

Machine learning (ML) is increasingly valuable for predicting molecular properties and toxicity in d...

May 2025 40314361
Intracranial hemorrhage segmentation and classification framework in computer tomography images using deep learning techniques.

By helping the neurosurgeon create treatment strategies that increase the survival rate, automotive ...

May 2025 40382387
Artificial intelligence in pediatric dental trauma: do artificial intelligence chatbots address parental concerns effectively?

BACKGROUND: This study focused on two Artificial Intelligence chatbots, ChatGPT 3.5 and Google Gemin...

May 2025 40382588
Assessment and Integration of Large Language Models for Automated Electronic Health Record Documentation in Emergency Medical Services.

Automating Electronic Health Records (EHR) documentation can significantly reduce the burden on care...

May 2025 40381087
Achieving SDoH Resource Equity in PICU Using an AI-Enabled Patient Navigator.

Trauma care coordination in the pediatric intensive care unit (PICU), including personalization of r...

May 2025 40380757
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