Emergency Medicine

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

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Showing 1156-1176 of 4,959 articles
Towards Rapid and Low-Cost Stroke Detection Using SERS and Machine Learning.

Stroke affects approximately 12 million individuals annually, necessitating swift diagnosis to avert...

Feb 2025 40136933
The Mechanism of Bisphenol S-Induced Atherosclerosis Elucidated Based on Network Toxicology, Molecular Docking, and Machine Learning.

The increasing prevalence of environmental pollutants has raised public concern about their potentia...

Feb 2025 39978769
Automated identification of incidental hepatic steatosis on Emergency Department imaging using large language models.

BACKGROUND: Hepatic steatosis is a precursor to more severe liver disease, increasing morbidity and ...

Feb 2025 39969431
LSTM and ResNet18 for optimized ambulance routing and traffic signal control in emergency situations.

Traffic congestion, particularly in rapidly expanding urban centers, significantly impacts the timel...

Feb 2025 39971977
Predicting PTSD development with early post-trauma assessments: a proof-of-concept for a concise tree-based classification method.

Approximately 70% of individuals globally experience at least one traumatic event in their lifetime...

Feb 2025 39963046
Development and validation of interpretable machine learning models for triage patients admitted to the intensive care unit.

OBJECTIVES: Developing and validating interpretable machine learning (ML) models for predicting whet...

Feb 2025 39964993
Label-efficient sequential model-based weakly supervised intracranial hemorrhage segmentation in low-data non-contrast CT imaging.

BACKGROUND: In clinical settings, intracranial hemorrhages (ICH) are routinely diagnosed using non-c...

Feb 2025 39962740
Emergency Position Recovery Using Forward Kinematics in Robotic Patient Positioning Systems for Radiosurgery.

Precise patient positioning is paramount in radiosurgery to ensure the accurate targeting of tumors ...

Feb 2025 40006432
AI-driven triage in emergency departments: A review of benefits, challenges, and future directions.

BACKGROUND: Emergency Departments (EDs) are critical in providing immediate care, often under pressu...

Feb 2025 39965433
Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction.

This study aims to address the critical issue of emergency department (ED) overcrowding, which negat...

Feb 2025 40012602
Screening of estrogen receptor activity of per- and polyfluoroalkyl substances based on deep learning and in vivo assessment.

Over the past decades, exposure to per- and polyfluoroalkyl substances (PFAS), a group of synthetic ...

Feb 2025 39947576
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