Emergency Medicine

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

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Individual muscle strengths in rehabilitation outcomes of distal radius fracture.

BACKGROUND: Distal radius fractures (DRFs) are common fracture types and elderly patients often stru...

Jun 2025 40551194
Comprehensive predictive modeling in subarachnoid hemorrhage: integrating radiomics and clinical variables.

Subarachnoid hemorrhage (SAH) is a severe condition with high morbidity and long-term neurological c...

Jun 2025 40553205
Artificial intelligence for predicting the risk of bone fragility fractures in osteoporosis.

Osteoporosis is widespread with a high incidence rate, resulting in fragility fractures which are a ...

Jun 2025 40555880
Deep Learning for the Early Diagnosis of Candidemia.

INTRODUCTION: Candidemia carries a heavy burden in terms of mortality, especially when presenting as...

Jun 2025 40549343
Emergency radiology: roadmap for radiology departments.

Emergency radiology has evolved into a significant subspecialty over the past 2 decades, facing uniq...

Jun 2025 40540107
Generalizable model to predict new or progressing compression fractures in tumor-infiltrated thoracolumbar vertebrae in an all-comer population.

OBJECTIVE: Neurosurgical evaluation is required in the setting of spinal metastases at high risk for...

Jun 2025 40540805
Adolescent lumbar disc herniation: etiology, diagnosis, and treatment options.

Adolescent lumbar disc herniation (ALDH) is a type of disease with a much lower incidence than adult...

Jun 2025 40542380
Harnessing predictive analytics to support high-risk learners in a one-year certification program in emergency medicine (CPEM) in Pakistan.

INTRODUCTION: Predictive analytics and Machine Learning (PAML) are gaining traction in health profes...

Jun 2025 40528447
TP-Transformer: An Interpretable Model for Predicting the Transformation Pathways of Organic Pollutants in Chemical Oxidation Processes.

Chemical oxidation is pivotal in remediating organic pollutants in aquatic systems; however, it freq...

Jun 2025 40532215
Evaluating large language models for drafting emergency department encounter summaries.

Large language models (LLMs) possess a range of capabilities which may be applied to the clinical do...

Jun 2025 40526634
Deep Learning Methodology for Quantification of Normal Pancreas Structures.

Histopathologic evaluation plays a crucial role in assessing morphological tissue alterations in dis...

Jun 2025 40522090
Melioidosis molecular diagnostics: An update.

Melioidosis, a fatal tropical disease, presents a wide array of clinical manifestations, including a...

Jun 2025 40515758
NOTICE-ED: Nurse or Technician Insights Into Cognitive Evaluations in the Emergency Department.

BACKGROUND: Several strategies have been proposed to increase chronic cognitive impairment (CI) scre...

Jun 2025 40515731
Pediatric Maxillofacial Trauma: Machine Learning Based Predictive Modeling to Identify Trauma Patterns.

AIM: To analyze the characteristics of pediatric facial trauma and predict factors influencing them ...

Jun 2025 40511902
Proof of concept of an Automated Battlefield Trauma System for large-scale combat operations.

BACKGROUND: Large-scale combat operations (LSCO) generate high casualty volumes, challenging battlef...

Jun 2025 40523074
Visualizing nuclear pore complex plasticity with pan-expansion microscopy.

The exploration of cell-type and environmentally responsive nuclear pore complex (NPC) plasticity re...

Jun 2025 40504117
Clinical Utility of Pulmonary Function Testing in Assessing Longitudinal Outcomes of Deployed Veterans with Preserved Spirometry.

Deployment to the Southwest Asia Theater of Military Operations is associated with new-onset respira...

Jun 2025 40505146
Echocardiography for short-term mechanical circulatory support: a trans-Atlantic practical guide.

Short-term mechanical circulatory support (stMCS) devices are increasingly utilized for haemodynamic...

Jun 2025 40495936
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