Emergency Medicine

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

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Emergency Position Recovery Using Forward Kinematics in Robotic Patient Positioning Systems for Radiosurgery.

Precise patient positioning is paramount in radiosurgery to ensure the accurate targeting of tumors ...

AI-driven triage in emergency departments: A review of benefits, challenges, and future directions.

BACKGROUND: Emergency Departments (EDs) are critical in providing immediate care, often under pressu...

Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction.

This study aims to address the critical issue of emergency department (ED) overcrowding, which negat...

Screening of estrogen receptor activity of per- and polyfluoroalkyl substances based on deep learning and in vivo assessment.

Over the past decades, exposure to per- and polyfluoroalkyl substances (PFAS), a group of synthetic ...

Machine learning-enhanced surface-enhanced spectroscopic detection of polycyclic aromatic hydrocarbons in the human placenta.

The detection and identification of polycyclic aromatic hydrocarbons (PAHs) and their derivatives, p...

Establishing methodological standards for the development of artificial intelligence-based Clinical Decision Support in emergency medicine.

OBJECTIVE: Artificial intelligence (AI) offers opportunities for managing the complexities of clinic...

Chemical Space Networks Enhance Toxicity Recognition via Graph Embedding.

Chemical space networks (CSNs) are a new effective strategy for detecting latent chemical patterns i...

Integrating manual annotation with deep transfer learning and radiomics for vertebral fracture analysis.

BACKGROUND: Vertebral compression fractures (VCFs) are prevalent in the elderly, often caused by ost...

Mapping and Summarizing the Research on AI Systems for Automating Medical History Taking and Triage: Scoping Review.

BACKGROUND: The integration of artificial intelligence (AI) systems for automating medical history t...

Machine Learning-Based Pediatric Early Warning Score: Patient Outcomes in a Pre- Versus Post-Implementation Study, 2019-2023.

OBJECTIVES: To describe the deployment of pediatric Calculated Assessment of Risk and Triage (pCART)...

Deep learning: A game changer in drug design and development.

The lengthy and costly drug discovery process is transformed by deep learning, a subfield of artific...

CGNet: Few-shot learning for Intracranial Hemorrhage Segmentation.

In recent years, with the increasing attention from researchers towards medical imaging, deep learni...

Deep Learning-Enhanced Chemiluminescence Vertical Flow Assay for High-Sensitivity Cardiac Troponin I Testing.

Democratizing biomarker testing at the point-of-care requires innovations that match laboratory-grad...

Artificial intelligence-based clinical decision support in the emergency department: A scoping review.

OBJECTIVE: Artificial intelligence (AI)-based clinical decision support (CDS) has the potential to a...

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