Emergency Medicine

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

4,993 articles
Stay Ahead - Weekly Emergency Medicine research updates
Subscribe
Browse Categories
Subcategories: Emergency Medicine
Showing 589-609 of 4,993 articles
Mammalian AHR2 loss: Evolutionary patterns, mechanisms, and relevance of biological factors.

Environmental contamination by dioxins and polycyclic aromatic hydrocarbons threatens wildlife healt...

Feb 2026 41702107
Machine Learning Methods to Identify Pediatric Shunt Malfunction in the Acute Care Setting and the Development of ShuntGPT.

BACKGROUND AND OBJECTIVES: Identifying predictors of shunt failure in acute care settings is challen...

Feb 2026 41697038
Approach to Optimizing Tranexamic Acid Use in Trauma: Potential Utilization of Trauma Phenotypes.

Tranexamic acid (TXA) reduces mortality in patients with trauma; however, optimal patient selection ...

Feb 2026 41698404
Emerging Roles of Multiparametric Biodosimetry and Artificial Intelligence in Advancing Radiation Dose Assessment for Triage.

Biodosimetry plays a crucial role in radiation emergency preparedness and response by enabling effic...

Feb 2026 41698682
Artificial intelligence for surgical care in war-torn sudan: Feasibility, barriers, and ethical perspectives from a conflict zone.

BACKGROUND: Artificial intelligence (AI) offers transformative potential for clinical care, yet its ...

Feb 2026 41768031
Machine learning models for predicting delayed cerebral ischemia following ruptured intracranial aneurysms: A systematic review and meta-analysis.

BACKGROUND: Delayed cerebral ischemia (DCI) remains a major morbidity and mortality problem followin...

Feb 2026 41702474
Early prediction of transfusion requirements in trauma patients using explainable machine learning.

INTRODUCTION: Hemorrhagic shock is the most common preventable cause of death in trauma patients. Ea...

Feb 2026 41693248
Kaposi's sarcoma in individuals living with HIV: comparative assessment of AI-based clinical responses using a standardized questionnaire set.

OBJECTIVE: To comparatively evaluate the clinical responses of three digital platforms (ChatGPT 5.2,...

Feb 2026 41693335
Advancing DIA-Based Limited Proteolysis Workflows: Introducing DIA-LiPA.

Limited proteolysis coupled to mass spectrometry (LiP-MS) probes protein conformational dynamics, bu...

Feb 2026 41689503
Essence of toxicology research to Saudi Arabia Vision 2030 and beyond: Current state and future perspectives.

The Kingdom of Saudi Arabia has been making significant progress as part of its Vision 2030 to diver...

Feb 2026 41689752
Artificial intelligence-assisted training for rib fracture interpretation: a prospective study in undergraduate medical students.

PURPOSE: Chest X-rays (CXRs) are essential in trauma care but have limited sensitivity for rib fract...

Feb 2026 41691241
Enabling accurate chemical modeling of shocked energetic materials using a machine learning interatomic potential.

Understanding the complex chemistry of organic materials under dynamic compression is important for ...

Feb 2026 41685854
Machine Learning and Computer Simulation Disentangle the Fuzzy Inhibitor Binding by Hsp90.

Heat shock protein 90 (Hsp90) is a key cancer drug target, yet the highly flexible N-terminal ATP-bi...

Feb 2026 41685776
Microplastics on the frontline: causes, strategies to combat pollution and protect health with advanced bioremediation-a review.

Microplastic (MP) pollution is a growing global concern with serious implications for ecosystems and...

Feb 2026 41685819
How threshold customisation affects the performance of a multiclass X-ray AI model for primary care triage: a retrospective study.

OBJECTIVES: To describe the structured process of threshold optimisation for a commercially availabl...

Feb 2026 41689225
Integrated AI-Driven Triage and Referral for Newcomer Mental Health in Ontario: Addressing Anxiety and Depression.

Systemic barriers, including language, navigation complexity, and long specialist wait-times, result...

Feb 2026 41685470
Deep Learning and Machine Learning for Differentiation Between Contrast Extravasation and Hemorrhagic Transformation in Post-Thrombectomy Stroke CT.

BACKGROUND: Mechanical thrombectomy (MT) improves outcomes in acute ischemic stroke (AIS) but often ...

Feb 2026 41687434
ChronicDPipredictor: an interpretable deep learning framework for chemical chronic and subchronic toxicity assessment.

Chronic and subchronic toxicity are very important endpoints for evaluating the long-term and medium...

Feb 2026 41678082
Development and evaluation of a prediction model for adult ICU hemorrhage using only continuous cardiorespiratory data.

Develop and evaluate whether a model trained to detect the physiological signature of hemorrhage in ...

Feb 2026 41678967
Browse Categories