Emergency Medicine

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

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Showing 3088-3108 of 4,991 articles
A Systematic Literature Review of Unmanned Aerial Vehicles for Healthcare and Emergency Services

Unmanned aerial vehicles (UAVs), initially developed for military applications, are now used in va...

Secure Diagnostics: Adversarial Robustness Meets Clinical Interpretability

Deep neural networks for medical image classification often fail to generalize consistently in cli...

GARF: Learning Generalizable 3D Reassembly for Real-World Fractures

3D reassembly is a challenging spatial intelligence task with broad applications across scientific...

Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest

The design of AI systems to assist human decision-making typically requires the availability of la...

Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge

The segmentation of pelvic fracture fragments in CT and X-ray images is crucial for trauma diagnos...

HomeEmergency -- Using Audio to Find and Respond to Emergencies in the Home

In the United States alone accidental home deaths exceed 128,000 per year. Our work aims to enable...

Generative AI and the profession of genetic counseling.

The development of artificial intelligence (AI) including generative large language models (LLMs) an...

Apr 2025 40110624
Comparison of performance of artificial intelligence tools in answering emergency medicine question pool: ChatGPT 4.0, Google Gemini and Microsoft Copilot.

OBJECTIVE: Using artificial intelligence tools that work with different software architectures for b...

Apr 2025 40290213
Threats and Opportunities in AI-generated Images for Armed Forces

Images of war are almost as old as war itself. From cave paintings to photographs of mobile device...

Opioid Named Entity Recognition (ONER-2025) from Reddit

The opioid overdose epidemic remains a critical public health crisis, particularly in the United S...

Prehospital triage of trauma patients: predicting major surgery using artificial intelligence as decision support.

BACKGROUND: Matching the necessary resources and facilities to attend to the needs of trauma patient...

Mar 2025 40200724
3D Convolutional Neural Networks for Improved Detection of Intracranial bleeding in CT Imaging

Background: Intracranial bleeding (IB) is a life-threatening condition caused by traumatic brain i...

Lie Detector: Unified Backdoor Detection via Cross-Examination Framework

Institutions with limited data and computing resources often outsource model training to third-par...

Test-Time Backdoor Detection for Object Detection Models

Object detection models are vulnerable to backdoor attacks, where attackers poison a small subset ...

Validating Emergency Department Admission Predictions Based on Local Data Through MIMIC-IV

The effective management of Emergency Department (ED) overcrowding is essential for improving pati...

Bitcoin Burn Addresses: Unveiling the Permanent Losses and Their Underlying Causes

Bitcoin burn addresses are addresses where bitcoins can be sent but never retrieved, resulting in ...

The Impact of Artificial Intelligence on Emergency Medicine: A Review of Recent Advances

Artificial Intelligence (AI) is revolutionizing emergency medicine by enhancing diagnostic process...

MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways

Inpatient pathways demand complex clinical decision-making based on comprehensive patient informat...

Optimization-Augmented Machine Learning for Vehicle Operations in Emergency Medical Services

Minimizing response times to meet legal requirements and serve patients in a timely manner is cruc...

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