Emergency Medicine

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

4,959 articles
Stay Ahead - Weekly Emergency Medicine research updates
Subscribe
Browse Categories
Subcategories: Emergency Medicine
Showing 862-882 of 4,959 articles
Patients visits forecasting in emergency departments: Self-adapting LSTM models for evolving data distributions.

BACKGROUND AND OBJECTIVE: Overcrowding in emergency departments (EDs) remains a critical challenge i...

Nov 2025 41218323
Deep learning framework for bronchoscopic diagnosis of burn inhalation injury.

Burn inhalation injury (BII) increases mortality and morbidity in burns patients. Accurate bronchosc...

Nov 2025 41297238
Digital Eye: Deep Learning for Detecting Physeal Fractures of the Pediatric Distal Radius.

BACKGROUND: Distal radial fractures (DRFs) are some of the most common pediatric injuries, often inv...

Nov 2025 41488804
Development and Deployment of a Machine Learning Model to Triage the Use of Prostate MRI (ProMT-ML) in Patients With Suspected Prostate Cancer.

BACKGROUND: Access to prostate MRI remains limited due to resource constraints and the need for expe...

Nov 2025 41186967
Precision medicine in orthopaedics: A review of current technologies and future directions.

PURPOSE: To synthesise the paradigm shift towards precision medicine in orthopaedics, where individu...

Nov 2025 41174934
Hemodynamic phenotyping 4.0.

The concept of integrating hemodynamic variables to define specific profiles or phenotypes has been ...

Oct 2025 41173405
Machine learning-based prediction of postpartum hemorrhage using maternal clinical and biochemical features.

OBJECTIVE: This study evaluates the predictive performance of various machine learning (ML) algorith...

Oct 2025 41144864
Multi-modal deep-learning troponin prediction from electrocardiograms and demographic data.

AIMS: Electrocardiograms (ECGs) and troponin (Tn) testing are essential tools for the diagnosis and ...

Oct 2025 41624563
Early prediction of septic shock in ICU patients using machine learning: development, external validation, and explainability with SHAP.

BACKGROUND: Septic shock is a severe and life-threatening complication of sepsis associated with hig...

Oct 2025 41175845
Swin-EffuseNet: A dual-stream attention-based model combining Swin transformer V2 and EfficientNet-BO for bone fracture classification.

CONTEXT: Bone fractures are among the most common musculoskeletal injuries and require timely, accur...

Oct 2025 41340716
In silico prediction of endocrine activity.

Endocrine-disrupting chemicals (EDCs) pose health risks; yet, conventional in vitro and in vivo test...

Oct 2025 41139559
Ergonomic handheld chip: An instrument-free RPA-CRISPR platform for rapid home self-testing.

Global outbreaks of viral infectious diseases underscore the urgent need for low-cost, instrument-fr...

Oct 2025 41177006
The effect of AI assistance timing on performance and user perceptions in pathological slide diagnosis.

This study evaluated three timing strategies for delivering AI assistance in pathological slide diag...

Oct 2025 41138508
Distributed Precision Stroke Care: Artificial Intelligence-Driven Stroke Management Using Multimodal Sensor Data.

Delays in stroke diagnosis contribute to long-term disability. Many patients still face barriers to ...

Oct 2025 41122835
Augmenting decision making in acute care surgery: A systematic review of machine learning-driven risk prediction models.

BACKGROUND: Acute care surgery (ACS) involves rapid, high-stakes decisions with limited opportunity ...

Oct 2025 41196221
Performance of machine learning algorithms in predicting the need for surgical fixation in pediatric craniomaxillofacial trauma.

Machine learning offers a novel approach to improve surgical triage in pediatric craniomaxillofacial...

Oct 2025 41111021
Sysmex Cell Population Data for Diagnosing Infection in Patients With Suspected Sepsis in the Emergency Department.

OBJECTIVES: Early diagnosis of suspected sepsis is crucial to improve patient survival. Cell populat...

Oct 2025 41042192
The Performance of Artificial Intelligence in Providing Real-Time Aid in Emergency Dental Trauma: A Clinical Validation Study.

BACKGROUND: Searching online for dental emergency treatment as a non-expert can lead to unreliable g...

Sep 2025 41025382
Deep learning advances high-throughput toxicity screening of chemicals at multi-biological levels.

Deep learning (DL) has emerged as a powerful tool for modeling unstructured data, thereby improving ...

Sep 2025 42070862
Septic shock: Past, present, and perspectives.

Septic shock remains one of the most severe complications of infection, defined by circulatory, cell...

Sep 2025 40972498
Browse Categories