Emergency Medicine

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

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Showing 820-840 of 4,959 articles
An explainable predictive machine learning model reveals ARRB2 as a key gene in post-traumatic stress disorder: A GEO database study.

A number of processes and pathways have been reported in the development of Post-Traumatic Stress Di...

Dec 2025 41418454
Development and Validation of an Automated Pipeline for the Detection of Monteggia Fracture Dislocations in Pediatric Radiographs.

BACKGROUND: Monteggia fractures are a complex elbow injury that can be missed in up to 50% of pediat...

Dec 2025 41395634
Generative artificial intelligence as a source of advice on resuscitation and first aid for laypeople: A scoping review.

INTRODUCTION: The performance of cutting-edge generative artificial intelligence (GenAI) in guiding ...

Dec 2025 41391284
Predictive modeling of hospital emergency department demand using artificial intelligence: A systematic review.

BACKGROUND: Accurately forecasting patient arrivals in hospital emergency departments (EDs) is criti...

Dec 2025 41401760
Aspartame promotes ovarian cancer progression: A multi-omics study integrating mendelian randomization, network toxicology, and in vitro validation.

The causal relationship between the artificial sweetener aspartame and ovarian cancer (OC), a highly...

Dec 2025 41391619
Performance of ChatGPT versus spine surgeons as an emergency department spine call consultant.

BACKGROUND: Large language models (LLMs) like ChatGPT are increasingly being recognized as credible ...

Dec 2025 41551028
Industry 6.0 capabilities in orthopaedics: Towards hyper-personalized and autonomous surgical care.

BACKGROUND: Industry 6.0 represents the next frontier in technological evolution, integrating artifi...

Dec 2025 41503223
Modern integrative prostate cancer diagnostics.

PURPOSE OF REVIEW: To review contemporary applications, performance, and implementation challenges o...

Dec 2025 41373109
Computer-vision based recognition of cervical spine stabilization during trauma resuscitation.

BACKGROUND: Cervical spine (c-spine) injuries can lead to significant disability and mortality. Alth...

Dec 2025 41401500
Quantitative EEG enhances early assessment and prognostic stratification of brain dysfunction in infants with abusive head trauma.

AIM: To assess the value of quantitative EEG (qEEG) as a diagnostic and prognostic biomarker in infa...

Dec 2025 41371169
Deep learning for pediatric femoral neck fracture detection in a multicenter study.

Pediatric femoral neck fractures (FNFs) are uncommon but may result in severe complications if undia...

Dec 2025 41541682
Persistent dysmorphology and dysfunction of the brain microvasculature following repeated trauma.

Mild traumatic brain injury typically produces no abnormalities on neuroimaging yet elicits symptoms...

Dec 2025 41355194
Deep Learning in Vertebral Fracture Detection: Systematic Review and Meta-analysis of Subject- vs. Vertebra-Level Approaches.

RATIONALE AND OBJECTIVES: To provide a context-aware evaluation of deep learning algorithms for vert...

Dec 2025 41353070
Artificial Intelligence in Prostate MRI: Addressing Current Limitations Through Emerging Technologies.

Prostate MRI has transformed lesion detection and risk stratification in prostate cancer, but its im...

Dec 2025 41348934
Bot vs. doc-who is better at reading proximal humerus fracture x-rays?

BACKGROUND: Artificial intelligence is becoming increasingly utilized as a source of convenient, eff...

Dec 2025 41660542
Enhancing vertebral fracture prediction using multitask deep learning computed tomography imaging of bone and muscle.

OBJECTIVES: To develop and externally validate a computed tomography (CT)-based multitask learning m...

Dec 2025 41326828
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