Emergency Medicine

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

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Showing 778-798 of 4,959 articles
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 mult...

Jan 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 eme...

Jan 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,...

Jan 2026 41525765
Clinical assessment of a Near-Infrared spectroscopy device for rapid triage in traumatic brain injury.

BACKGROUND: Traumatic Brain Injury (TBI) poses a significant public health challenge in India, with ...

Jan 2026 41525741
Superior machine learning model for post-cardiac arrest mortality prediction: a MIMIC-IV cohort study.

BACKGROUND: Post-cardiac arrest syndrome carries substantial mortality despite advances in resuscita...

Jan 2026 41717038
Artificial intelligence in breast cancer screening: A systematic review and meta-analysis of integration strategies.

OBJECTIVE: To compare AI-augmented and conventional double reading in organised breast-cancer screen...

Jan 2026 41568077
Development of a new tool for prediction of hospital length of stay and intensive care needs in trauma patients using Machine Learning.

BACKGROUND: Trauma is a major global health burden leading to significant morbidity, disability, and...

Jan 2026 41571542
Detecting the Undetectable: Analytical Strategies for Novel Psychoactive Substances.

BACKGROUND: The constant emergence of novel psychoactive substances (NPS) poses significant analytic...

Jan 2026 41508320
Predicting Occlusion Myocardial Infarctions in the Emergency Department Using Artificial Intelligence.

OBJECTIVES: The objective was to develop an artificial intelligence (AI) model for predicting acute ...

Jan 2026 41568258
Multistage machine learning model for automated referral triage in pain medicine.

Effective referral triage in pain medicine is essential to ensure that patients receive timely and a...

Jan 2026 41625321
Is chronic low back pain related to sleep disturbances? A self-organizing maps for unsupervised machine learning-based patient phenotyping.

BACKGROUND CONTEXT: Chronic low back pain (CLBP) is a multifactorial condition and a leading cause o...

Jan 2026 41500389
Mechanistic evidence for dibutyl phthalate as an environmental trigger for inflammatory bowel disease.

Dibutyl phthalate (DBP) is a ubiquitous pollutant, but its molecular link to inflammatory bowel dise...

Jan 2026 41630903
Deep Learning for Ultrasound-Based Auxiliary Diagnosis of Emergency Ascites.

OBJECTIVE: The Focused Assessment with Sonography for Trauma (FAST) enables rapid detection of free ...

Jan 2026 41483985
A CT-based multimodal fusion model for predicting outcomes in blunt chest trauma: A multicenter study.

BACKGROUND: This study aimed to develop a multimodal predictive model that integrates clinical varia...

Jan 2026 41576754
The role of artificial intelligence in estimating stroke events in Moyamoya patients: A systematic review and meta-analysis of diagnostic test accuracy.

INTRODUCTION: Moyamoya disease (MMD) and syndrome (MMS) are rare cerebrovascular arteriopathies mark...

Jan 2026 41485586
Network toxicology and multi-omics analyses identify diagnostic genes and elucidate underlying mechanisms of 6PPDQ-induced hepatocellular carcinoma.

With the rapid expansion of tire production, the antioxidant N-(1,3-dimethylbutyl)-N'-phenyl-p-pheny...

Jan 2026 41485723
Clinical applications of artificial intelligence in hand surgery: A systematic review and meta-analysis.

BACKGROUND: Artificial intelligence (AI) is increasingly applied in medicine, yet its clinical integ...

Jan 2026 41552696
Machine learning detecting aggression among mood disorder patients visited in psychiatric emergency departments.

BACKGROUND: Aggression, which is highly prevalent in patients with mood disorders, has been proven v...

Jan 2026 41483885
Automated detection and classification of dental trauma in periapical radiographs using deep learning: a study based on the Andreasen classification.

OBJECTIVE: The aim of this study was to evaluate the performance of a deep learning (DL) model in au...

Dec 2025 41688271
Hitting the Bull's AI: Artificial Intelligence-derived Imaging Features and their Association with Outcomes in CT-guided Lung Biopsy, a Retrospective Study.

PURPOSE: This study aims to evaluate whether quantitative imaging features analyzed by an artificial...

Dec 2025 41519025
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