Emergency Medicine

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

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Showing 988-1008 of 4,959 articles
Application of mixed reality in prehospital emergency nursing education: A scoping review.

AIM: This paper provides a scoping review of the literature on prehospital emergency mixed reality (...

May 2025 40451059
Use video comprehension technology to diagnose ultrasound pneumothorax like a doctor would.

INTRODUCTION: Emergency rescue scenes and pre-hospital emergency stages commonly encounter trauma vi...

May 2025 40496245
Development and application of cell-based bioassay in aquatic toxicity assessment.

Cell-based bioassays provide a dynamic and physiologically relevant platform for investigating cellu...

May 2025 40440782
Burn disasters in North Carolina: An Analysis of Four Major Incidents with a Look to the Future.

This paper examines the medical response to four significant burn disasters in the North Carolina: t...

May 2025 40417993
Predicting Surgical Versus Nonsurgical Management of Acute Isolated Distal Radius Fractures in Patients Under Age 60 Using a Convolutional Neural Network.

PURPOSE: Distal radius fractures (DRFs) represent up to 20% of the fractures in the emergency depart...

May 2025 40418202
From cellular perturbation to probabilistic risk assessments.

Chemical risk assessment is evolving from traditional deterministic approaches to embrace probabilis...

May 2025 40418784
Advances in brain-targeted delivery strategies and natural product-mediated enhancement of blood-brain barrier permeability.

The blood-brain barrier (BBB) represents a formidable challenge in the treatment of neurological dis...

May 2025 40420216
Automated Real-time Assessment of Intracranial Hemorrhage Detection AI Using an Ensembled Monitoring Model (EMM).

Artificial intelligence (AI) tools for radiology are commonly unmonitored once deployed. The lack of...

May 2025 40502778
Prediction of reproductive and developmental toxicity using an attention and gate augmented graph convolutional network.

Due to the diverse molecular structures of chemical compounds and their intricate biological pathway...

May 2025 40415056
AI-Based Predictive Models for Cardiogenic Shock in STEMI: Real-World Data for Early Risk Assessment and Prognostic Insights.

Cardiogenic shock (CS) is a life-threatening complication of ST-elevation myocardial infarction (ST...

May 2025 40507459
Developing a predictive model for septic shock risk in acute pancreatitis patients using interpretable machine learning algorithms.

BACKGROUND: Septic shock is a severe complication of acute pancreatitis (AP), often associated with ...

May 2025 40433305
Optimizing the power of AI for fracture detection: from blind spots to breakthroughs.

Artificial Intelligence (AI) is increasingly being integrated into the field of musculoskeletal (MSK...

May 2025 40407826
Development and validation of a multi-omics hemorrhagic transformation model based on hyperattenuated imaging markers following mechanical thrombectomy.

This study aimed to develop a predictive model integrating clinical, radiomics, and deep learning (D...

May 2025 40410254
Development of a non-contrast CT-based radiomics nomogram for early prediction of delayed cerebral ischemia in aneurysmal subarachnoid hemorrhage.

BACKGROUNDS: Delayed cerebral ischemia (DCI) is a significant complication following aneurysmal suba...

May 2025 40410679
Investigating the Mechanisms of Pazopanib-induced Hepatotoxicity: Insights from Network Toxicology, Microarray Analysis, and Machine Learning.

BACKGROUND: Pazopanib is an oral multi-kinase inhibitor that is effective in treating various tumors...

May 2025 40417760
Deep Learning-Based Aortic Diameter Measurement in Traumatic Hemorrhage Using Shallow Attention Network: A Path Forward.

The accurate assessment of aortic diameter (AoD) is essential in managing patients with traumatic h...

May 2025 40506884
Using Traditional and Deep Machine Learning to Predict Emergency Room Triage Levels.

Accurate triage in emergency rooms is crucial for efficient patient care and resource allocation. We...

May 2025 40401726
HealthiVert-GAN: A Novel Framework of Pseudo-Healthy Vertebral Image Synthesis for Interpretable Compression Fracture Grading.

Osteoporotic vertebral compression fractures (OVCFs) are prevalent in the elderly population, typica...

May 2025 40402696
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