Emergency Medicine

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

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Protocol for Radiographer x AI led discharge

Emergency Department (ED) overcrowding, often exacerbated by prolonged patient length of stay (LOS),...

Mining medical narratives on geriatric falls to predict post-fall hospitalization via survival models and large language models

Timely admission to the emergency department is a crucial determinant of patient outcomes. Conversel...

Artificial Intelligence-assisted reader evaluation in acute CT head interpretation (AI-REACT): a multireader multicase study

Non-contrast CT head scans (NCCTH) are the most frequently requested cross-sectional imaging in the ...

Foundation model embeddings enable cardiovascular screening for people living with HIV in Vietnam using wearable signals

Cardiovascular disease (CVD) screening faces significant challenges in resource-limited settings, wh...

From Concept to Code: AI- Powered CODE-ICH Transforming Acute Neurocritical Response for Hemorrhagic Strokes

Intracerebral hemorrhage (ICH) is among the most devastating forms of stroke, characterized by high ...

The Cognitive Safety Net: Comparing Human and AI Diagnostic Reasoning during Complex Clinical Situations

Diagnostic error in high-stakes clinical environments remains a significant cause of preventable har...

Neural network-based identification of easily-obtainable demographic and clinical characteristics to identify people with tuberculosis

We consider the application of machine learning to the classification of tuberculosis (TB) based on ...

Deep learning on 3D ECG geometry predicts ischemia

Three-dimensional (3D) electrocardiography (ECG) is a recent methodological advance that extends the...

Synthetic Validation of Pediatric Trust Instruments using Persona-Driven Large Language Models

Trust is foundational to patient-physician relationships and is associated with improved care-seekin...

Real-world before-and-after evaluation of AI support for lung cancer diagnosis at three US lung nodule clinics

Health systems and payers require evidence that artificial intelligence (AI)-enabled decision suppor...

Enhancing MRI Safety: Real-Time Thermal Imaging Integrated with Deep Learning for Burn Prevention

Radiofrequency (RF)-induced burns are the most common MRI-related adverse event. Standard safety pra...

Microscale Multiplexed Antigen-Specific Antibody Fc Profiling for Point-of-Care Diagnosis of Tuberculosis

Accurate, affordable tuberculosis (TB) diagnostics that do not require sputum samples are urgently n...

Physician- versus Large Language Model-Generated Clinical Summaries in the Emergency Department

As part of routine practice and documentation, emergency department (ED) clinicians routinely constr...

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