Emergency Medicine

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

4,959 articles
Stay Ahead - Weekly Emergency Medicine research updates
Subscribe
Browse Categories
Subcategories: Emergency Medicine
Showing 1198-1218 of 4,959 articles
Multi-Branch CNN-LSTM Fusion Network-Driven System With BERT Semantic Evaluator for Radiology Reporting in Emergency Head CTs.

The high volume of emergency room patients often necessitates head CT examinations to rule out ische...

Jan 2025 40035027
Automatic segmentation and volumetric analysis of intracranial hemorrhages in brain CT images.

BACKGROUND: Intracranial hemorrhages (ICH) are life-threatening conditions that require rapid detect...

Jan 2025 39978270
Evaluating AI performance in nephrology triage and subspecialty referrals.

Artificial intelligence (AI) has shown promise in revolutionizing medical triage, particularly in th...

Jan 2025 39870788
Using machine learning to forecast peak health care service demand in real-time during the 2022-23 winter season: A pilot in England, UK.

During winter months, there is increased pressure on health care systems in temperature climates due...

Jan 2025 39869558
A deep learning pipeline for systematic and accurate vertebral fracture reporting in computed tomography.

AIM: Spine fractures are a frequent and relevant diagnosis, but systematic documentation is time-con...

Jan 2025 39970769
InterDIA: Interpretable prediction of drug-induced autoimmunity through ensemble machine learning approaches.

Drug-induced autoimmunity (DIA) is a non-IgE immune-related adverse drug reaction that poses substan...

Jan 2025 39870155
Evaluation of Chatbots in the Emergency Management of Avulsion Injuries.

BACKGROUND: This study assessed the accuracy and consistency of responses provided by six Artificial...

Jan 2025 39865377
AI-assisted radiologists vs. standard double reading for rib fracture detection on CT images: A real-world clinical study.

To evaluate the diagnostic accuracy of artificial intelligence (AI) assisted radiologists and standa...

Jan 2025 39854592
Diagnosis and detection of bone fracture in radiographic images using deep learning approaches.

INTRODUCTION: Bones are a fundamental component of human anatomy, enabling movement and support. Bon...

Jan 2025 39927268
Attention-based deep learning models for predicting anomalous shock of wastewater treatment plants.

Quickly grasping the time-consuming water quality indicators (WQIs) such as total nitrogen (TN) and ...

Jan 2025 39893907
A Novel Artificial Intelligence-Enhanced Digital Network for Prehospital Emergency Support: Community Intervention Study.

BACKGROUND: Efficient emergency patient transport systems, which are crucial for delivering timely m...

Jan 2025 39847421
Enhancing trauma triage in low-resource settings using machine learning: a performance comparison with the Kampala Trauma Score.

BACKGROUND: Traumatic injuries are a leading cause of morbidity and mortality globally, with a dispr...

Jan 2025 39849342
Using artificial intelligence to optimize anti-seizure treatment and EEG-guided decisions in severe brain injury.

Electroencephalography (EEG) is invaluable in the management of acute neurological emergencies. Char...

Jan 2025 39855915
Enhancing smart home environments: a novel pattern recognition approach to ambient acoustic event detection and localization.

INTRODUCTION: Ambient acoustic detection and localization play a vital role in identifying events an...

Jan 2025 39916695
Ten Machine Learning Models for Predicting Preoperative and Postoperative Coagulopathy in Patients With Trauma: Multicenter Cohort Study.

BACKGROUND: Recent research has revealed the potential value of machine learning (ML) models in impr...

Jan 2025 39841523
Death risk prediction model for patients with non-traumatic intracerebral hemorrhage.

BACKGROUND: This study aimed to assess the risk of death from non-traumatic intracerebral hemorrhage...

Jan 2025 39844133
Machine learning algorithms for predicting PTSD: a systematic review and meta-analysis.

This study aimed to compare and evaluate the prediction accuracy and risk of bias (ROB) of post-trau...

Jan 2025 39838346
Machine Learning for the Early Prediction of Delayed Cerebral Ischemia in Patients With Subarachnoid Hemorrhage: Systematic Review and Meta-Analysis.

BACKGROUND: Delayed cerebral ischemia (DCI) is a primary contributor to death after subarachnoid hem...

Jan 2025 39832368
Browse Categories