Emergency Medicine

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

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Showing 673-693 of 4,993 articles
AI-Assisted Chromosome Aberration Analysis for Rapid Biological Dose Estimation of Ionizing Radiation.

Radiation dose assessment in exposed individuals relies on the dicentric assay, the gold-standard cy...

Feb 2026 41628908
Predicting non-emergency healthcare use in Australia using machine learning on longitudinal household data.

The persistent increase in healthcare expenditure has become a major challenge for the sustainabilit...

Feb 2026 41629360
ChatGPT-4o Mini Fabricates and Miscites Evidence for American Academy of Orthopaedic Surgeons Hip Fracture Clinical Practice Guidelines.

BACKGROUND: Generative artificial intelligence (AI) large language model (LLM) chatbots, such as Cha...

Feb 2026 41625387
Machine Learning-based Radiomic Model for Early Diagnosis of Male Urethral Injury in Pelvic Fracture Patients.

BACKGROUND AND OBJECTIVE: Pelvic fracture urethral injury (PFUI) is serious and requires prompt diag...

Feb 2026 41674781
Hematologic markers and machine learning in predicting placenta accreta: A case-control study.

OBJECTIVE: This study aims to enhance antenatal detection of placenta accreta spectrum (PAS) and pre...

Feb 2026 41626705
Transforming clinical toxicology in Singapore: four decades of progress and beyond.

By examining key milestones, challenges and future directions, this review chronicles the evolution ...

Feb 2026 41626922
ML-Assisted Olfactory Epidemiology Survey Urbanizing China: A Population-Based Study in Yancheng.

OBJECTIVES: Urbanization-related air pollution may be associated with olfactory dysfunction (OD) in ...

Feb 2026 41629258
Performance Evaluation of a Commercial Deep Learning Software for Detecting Intracranial Hemorrhage in a Pediatric Population.

This study evaluates a commercially available AI tool (Aidoc) for intracranial hemorrhage (ICH) dete...

Feb 2026 41629667
Predicting Traumatic Brain Injury Post-Trauma Using Temporal Attention on Sleep-Wake Data.

BACKGROUND: Traumatic Brain Injury (TBI) is a major public health concern, and accurate classificati...

Feb 2026 40705576
Graph Convolutional Networks Enable Fast Hemorrhagic Stroke Monitoring With Electrical Impedance Tomography.

OBJECTIVE: To develop a fast image reconstruction method for stroke monitoring with electrical imped...

Feb 2026 40742868
Patient attitudes toward ambient artificial intelligence scribes in clinical care: insights from a cross-sectional study.

OBJECTIVE: To assess patient attitudes towards ambient artificial intelligence (AI) scribes, includi...

Feb 2026 41350107
Monitoring the lateral ventricles in the presence of intracranial hemorrhage using automated dual segmentation.

BACKGROUND: Segmentation of intracranial hemorrhage (ICH) alongside the brain's ventricles can provi...

Feb 2026 41615056
Multisite derivation of a machine learning algorithm using high sensitivity troponin to predict major adverse cardiac events in the emergency department.

OBJECTIVE: To develop a machine learning (ML) algorithm to stratify risk for major adverse cardiac e...

Jan 2026 41628862
Can ChatGPT-4o handle the heat? Benchmarking AI against clinicians in initial burn care: A single-blinded comparative analysis.

INTRODUCTION: Artificial intelligence (AI) tools such as ChatGPT are increasingly accessed by the pu...

Jan 2026 41692649
Performance of an adult-trained AI tool for intracranial hemorrhage detection on head CT in children aged 6-17 years.

BACKGROUND: Most commercially available artificial intelligence (AI) tools in radiology are trained ...

Jan 2026 41619014
Outcome Prediction in Pediatric Traumatic Brain Injury Utilizing Social Determinants of Health and Machine Learning Methods.

BACKGROUND AND PURPOSE: Considerable socioeconomic disparities exist among pediatric patients with t...

Jan 2026 40789613
Head-to-Head Comparison of 2 Artificial Intelligence Computer-Aided Triage Solutions for Detecting Intracranial Hemorrhage on Noncontrast Head CT.

BACKGROUND AND PURPOSE: This study aims to provide a comprehensive comparison of the performance and...

Jan 2026 40957692
HyperSBINN: A Hypernetwork-Enhanced Systems Biology-Informed Neural Network for Efficient Drug Cardiosafety Assessment.

Mathematical modeling in systems toxicology enables a comprehensive understanding of the effects of ...

Jan 2026 41615075
[Regression analysis to calculate the time point of ROSC-A feasibility study].

BACKGROUND: A regression model to estimate the duration from the onset of resuscitation efforts to t...

Jan 2026 41615433
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