Emergency Medicine

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

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Mechanical behaviour of additively manufactured metals.

Additive manufacturing is reshaping the production of engineering components in diverse industries, such as the automotive, aerospace, defence and biomedical sectors, by offering outstanding design and fabrication flexibility. The non-equilibrium processing conditions inherent to additive manufacturing yield materials with unique microstructures and tailored mechanical properties that are often un...

Jan 16 2026 41545652
Meteorological associations with out-of-hospital cardiac arrest: A national population-based time-series analysis.

OBJECTIVES: Meteorological factors may influence cardiovascular emergency incidence, but comprehensive national evidence for out-of-hospital cardiac a...

Jan 16 2026 41546983
To see or not to see the vet: A vignette-based study of decision-making by UK dog owners regarding seeking veterinary care for commonly presenting conditions.

Barriers to accessing veterinary-care for dog-owners are diverse and dynamic, and widely accepted as major canine welfare threats because of potential...

Jan 16 2026 41544060
Considerations for the Adoption of Digital Algorithms and Cardiovascular Decision-Support Tools in Clinical Practice.

AIMS: Early detection of cardiovascular disease and implementation of evidence-based treatments can reduce cardiovascular morbidity and mortality. Med...

Jan 15 2026 41533922
Artificial intelligence-driven clustering for phenotyping life-threatening prehospital trauma.

BACKGROUND: Traumatic patients usually suffer from several complex conditions that hinder their risk characterization. The aim of this study was to de...

Jan 15 2026 41535939
TomoRay cranial: synthesis of cranial CT imaging from biplanar radiographs using a generative adversarial network.

OBJECTIVES: Besides clinical examination, cranial CT plays a critical role in diagnostics in neurosurgery. In trauma cases or perioperatively, having ...

Jan 15 2026 41537782
Reconstruction of Facial Bony Defects Using 3D Printed Polylactic Acid/β-Tricalcium Phosphate Bioimplant.

Reconstruction of facial defects requires highly accurate techniques that utilize modern effective technologies. 3D printing has revolutionized the fi...

Jan 15 2026 41538549
[Emphasizing evolution of key technological elements in reconstructive surgery].

Reconstructive surgery is fundamentally dedicated to restoring tissues and organs damaged by trauma, disease, or congenital anomalies, with the goal o...

Jan 15 2026 41539698
[Geriatric hip fracture and enhanced recovery after surgery: current status and future perspectives].

In recent years, considerable progress has been made in the specific development and practice of enhanced recovery after surgery (ERAS) for geriatric ...

Jan 15 2026 41539707
The balance between artificial and human intelligence in clinical practice.

INTRODUCTION: Artificial intelligence (AI) is becoming increasingly integrated into clinical care in hand surgery. Its applications extend across diag...

Jan 15 2026 41540778
Machine learning frameworks for predicting pulmonary cell toxicities induced by metal ions in the atmosphere.

Metals in PM2.5 are closely associated with cardiopulmonary disease endpoints, potentially attributable to ionic species-induced oxidative stress effe...

Jan 15 2026 41547395
Critical Temperature Thresholds for Identifying Vulnerability to Heat-Related Excess Cardiovascular Morbidity and Mortality.

BACKGROUND: Extreme heat is a well-established environmental hazard linked to elevated cardiovascular disease (CVD) morbidity and mortality, yet few s...

Jan 14 2026 41532540
Dynamic Ensemble Selection for Early Detection of Deep Vein Thrombosis in Fracture Patients.

Deep vein thrombosis (DVT) in fracture patients is often clinically silent, with a high incidence of thrombosis and associated mortality. Static machi...

Jan 14 2026 41533054
ChatGPT-guided translation of pediatric emergency department discharge instructions.

BACKGROUND: Language barriers in pediatric emergency medicine discharge instructions can impact patient safety, leading to poorer post-discharge outco...

Jan 14 2026 41533280
Risk Factors and Prediction of Chronic Postsurgical Pain Among Patients With Distal Lower Extremity Fracture: Cohort Analysis.

BACKGROUND: The surgical interventions aimed at fracture repair are often accompanied by chronic postsurgical pain (CPSP), which is associated with de...

Jan 14 2026 41534081
Harnessing AI in prosthodontics and implant dentistry: An umbrella review of systematic evidence.

PURPOSE: To synthesize evidence from systematic reviews on artificial intelligence (AI) applications in prosthodontics and implant dentistry, focusing...

Jan 14 2026 41536060
Machine Learning-Based Clusters of Vital Signs and Lactate Levels Predict Vasopressor Use in Sepsis.

OBJECTIVE: Sepsis remains a major clinical challenge because of its complex, heterogeneous, and multidimensional clustering patterns. This study aimed...

Jan 14 2026 41554280
Initial diagnosis and management of acute ischemic stroke: recent update and future direction.

Acute ischemic stroke (AIS) outcomes depend critically on rapid, accurate early diagnosis in the emergency department. Traditional prehospital tools a...

Jan 14 2026 41554281
The potential roles for artificial intelligence in supporting veterinarians during an emergency response.

This article considers how artificial intelligence (AI) could support, within a New Zealand context, the contribution of private veterinarians to prot...

Jan 12 2026 41525765
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