Emergency Medicine

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

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Showing 925-945 of 4,959 articles
Clinical decision support using pseudo-notes from multiple streams of EHR data.

Electronic health records (EHR) contain data from disparate sources, spanning various biological and...

Jul 2025 40604255
Spatial analysis of county-level determinants of overdose mortality in the United States using spatial machine learning.

In recent years, there has been a growing body of literature on identifying effective determinants f...

Jul 2025 40604633
Development and validation of a transformer model-based early warning score for real-time prediction of adverse outcomes in the emergency department.

This study aimed to develop and validate a transformer-based early warning score (TEWS) system for p...

Jul 2025 40593229
Parsimonious and explainable machine learning for predicting mortality in patients post hip fracture surgery.

Hip fractures among the elderly population continue to present significant risks and high mortality ...

Jul 2025 40596420
Clinical validation of AI assisted animal ultrasound models for diagnosis of early liver trauma.

The study aimed to develop an AI-assisted ultrasound model for early liver trauma identification, us...

Jul 2025 40596647
AI in Learning Anatomy and Restoring Central Incisors: A Comparative Study.

More than 1 billion individuals worldwide have experienced dental trauma, particularly children aged...

Jul 2025 40598953
Harnessing AI for Improved Diagnosis and Management of Pediatric Sepsis: Current Advances, Challenges, and Future Directions.

Artificial intelligence (AI) has been applied to early recognition and management of rapidly progres...

Jul 2025 40590973
Identifying real time surveillance indicators to estimate COVID-19 hospital admissions in Colorado during and after the public health emergency.

Questions remain about how best to focus surveillance efforts for COVID-19 and other emerging respir...

Jul 2025 40593931
Machine learning to improve predictive performance of prehospital early warning scores.

Early warning scores are used to assess acute patients' risk of being in a critical situation, allow...

Jul 2025 40594836
Optimization of the heat recovery performance of enhanced geothermal system based on PSO-GA-BP neural networks and analytic hierarchy process.

Numerical simulation is the most commonly used method to predict the power generation capacity of EG...

Jul 2025 40595037
Automatic pain classification in older patients with hip fracture based on multimodal information fusion.

Given the limitations of unimodal pain recognition approaches, this study aimed to develop a multimo...

Jul 2025 40595349
Machine learning and transformer models for prediction of postoperative pneumonia risk in patients with lower limb fractures.

Postoperative pneumonia, a prevalent complication arising from lower limb fracture surgery, can sign...

Jul 2025 40595785
Assessment of spatial autocorrelation and scalability in fine-scale wildfire random forest prediction models.

Wildfire prediction models that can be applied across diverse regions at fine scales (< 100 m) are c...

Jul 2025 40596196
Formulation of low temperature mixed mode crack propagation behavior of crumb rubber modified HMA using artificial intelligence.

Determining mixed mode fracture parameters asphalt concrete mixtures remains an engineering challeng...

Jul 2025 40596587
Comparison of AI-generated and clinician-designed multiple-choice questions in emergency medicine exam: a psychometric analysis.

BACKGROUND: Artificial intelligence (AI) has shown promise in generating multiple-choice questions (...

Jul 2025 40597998
Enhancing out-of-hospital cardiac arrest survival in China through the 5-minute social rescue circle implementation.

BACKGROUND: Out-of-hospital cardiac arrest (OHCA) survival in China remains critically low due to li...

Jun 2025 40602480
Developing interpretable machine learning models to predict length of stay and disposition decision for adult patients in emergency departments.

OBJECTIVE: Machine learning (ML) models have emerged as tools to predict length of stay (LOS) and di...

Jun 2025 40578849
Renal Dysfunction Across the Spectrum of Cardiogenic Shock: Mechanisms, Clinical Implications, and Therapeutic Strategies.

PURPOSE OF REVIEW: This review aims to elucidate the complex interplay between cardiogenic shock (CS...

Jun 2025 40560292
Integrating multi-source data for skin burn classification using deep learning.

BACKGROUND: Skin burns result from thermal or chemical damage to the skin, requiring timely and accu...

Jun 2025 40561574
A Multicentre Comparative Analysis of Radiomics, Deep-learning, and Fusion Models for Predicting Postpartum Hemorrhage.

RATIONALE AND OBJECTIVE: This study compared the capabilities of two-dimensional (2D) and three-dime...

Jun 2025 40562675
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