Emergency Medicine

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

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Showing 1009-1029 of 4,959 articles
Temporary circulatory support for cardiogenic shock.

PURPOSE OF REVIEW: Temporary circulatory support (TCS) devices play a crucial role in stabilizing pa...

May 2025 40522098
Performance of multimodal prediction models for intracerebral hemorrhage outcomes using real-world data.

BACKGROUND: We aimed to develop and validate multimodal models integrating computed tomography (CT) ...

May 2025 40412140
Genetic Risk Scores in Stroke Research and Care.

Stroke remains a leading cause of death and disability worldwide. While well-established risk factor...

May 2025 40396275
Systematic review on the impact of deep learning-driven worklist triage on radiology workflow and clinical outcomes.

OBJECTIVES: To perform a systematic review on the impact of deep learning (DL)-based triage for redu...

May 2025 40397031
A Machine Learning Method for Predicting Acute Kidney Injury in Patients with Intracranial Hemorrhage.

Intracranial hemorrhage (ICH) is a critical and urgent condition in clinical practice. Recent resear...

May 2025 40399697
Promoting patient health literacy in burn care through artificial intelligence language learning models: A study of text analysis and simplification.

Health literacy is essential in patient care, especially in burn treatment, where understanding care...

May 2025 40460491
Data-driven identification of urgent surgical procedures for use in trauma outcomes measurement.

BACKGROUND: No standardized list of urgent-trauma-surgery exists for analysis in injury studies. If ...

May 2025 40406235
Artificial intelligence (AI)-driven morphological assessment of zebrafish larvae for developmental toxicity chemical screening.

Screening chemicals using the zebrafish embryo developmental toxicity assay requires visual assessme...

May 2025 40450914
Exploring Hidden Dangers: Predicting Mycotoxin-like Toxicity and Mapping Toxicological Networks in Hepatocellular Carcinoma.

Mycotoxins are potent triggers of hepatocellular carcinoma (HCC) due to their intricate interplay wi...

May 2025 40393043
Influences on trust in the use of AI-based triage-an interview study with primary healthcare professionals and patients in Sweden.

INTRODUCTION: Artificial intelligence (AI) has the potential to improve the quality and efficiency o...

May 2025 40463579
Applying Machine Learning to the ANZELA-QI Database to Predict Adverse Outcomes for Patients Undergoing Emergency Laparotomy.

BACKGROUND: Emergency laparotomy is associated with high rates of morbidity and mortality. Accurate,...

May 2025 40387058
Development of a deep-learning algorithm for etiological classification of subarachnoid hemorrhage using non-contrast CT scans.

OBJECTIVES: This study aims to develop a deep learning algorithm for differentiating aneurysmal suba...

May 2025 40382487
A deep learning-based approach to automated rib fracture detection and CWIS classification.

PURPOSE: Trauma-induced rib fractures are a common injury. The number and characteristics of these f...

May 2025 40377883
Impact of test set composition on AI performance in pediatric wrist fracture detection in X-rays.

OBJECTIVES: To evaluate how different test set sampling strategies-random selection and balanced sam...

May 2025 40379941
The underlying molecular mechanisms and biomarkers of Hip fracture combined with deep vein thrombosis based on self sequencing bioinformatics analysis.

BACKGROUND: Thrombus formation is a severe complication in orthopedic surgery, significantly increas...

May 2025 40380263
Research on Machine Learning Models Based on Cranial CT Scan for Assessing Prognosis of Emergency Brain Injury.

BACKGROUND: To evaluate the prognosis of patients with traumatic brain injury according to the Compu...

May 2025 40383267
Dynamic Predictive Models of Cardiogenic Shock in STEMI: Focus on Interventional and Critical Care Phases.

: While early risk stratification in STEMI is essential, the threat of cardiogenic shock (CS) persis...

May 2025 40429500
The impact of different task contexts on emergency responders' trust and usage intention of artificial intelligence.

Proper use of artificial intelligence (AI) can significantly enhance emergency responders' performan...

May 2025 40372958
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