Emergency Medicine

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

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Showing 1177-1197 of 4,959 articles
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...

Feb 2025 39928861
RespBERT: A Multi-Site Validation of a Natural Language Processing Algorithm, of Radiology Notes to Identify Acute Respiratory Distress Syndrome (ARDS).

Acute respiratory distress syndrome (ARDS) is a severe organ dysfunction associated with significant...

Feb 2025 40030382
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...

Feb 2025 39918783
Chemical Space Networks Enhance Toxicity Recognition via Graph Embedding.

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

Feb 2025 39914823
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...

Feb 2025 39913918
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...

Feb 2025 39915711
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...

Feb 2025 40175037
CGNet: Few-shot learning for Intracranial Hemorrhage Segmentation.

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

Feb 2025 39921928
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...

Feb 2025 39910838
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...

Feb 2025 39905631
Machine Learning-Based CT Radiomics Model to Predict the Risk of Hip Fragility Fracture.

RATIONALE AND OBJECTIVES: This research aimed to develop a combined model based on proximal femur at...

Feb 2025 39904664
Machine Learning-Enabled Drug-Induced Toxicity Prediction.

Unexpected toxicity has become a significant obstacle to drug candidate development, accounting for ...

Feb 2025 39899688
Prediction of the Risk of Adverse Clinical Outcomes with Machine Learning Techniques in Patients with Noncommunicable Diseases.

Decision-making in chronic diseases guided by clinical decision support systems that use models incl...

Feb 2025 39900784
A comparative analysis of trauma-related mortality in South Korea using classification models.

BACKGROUND: Reducing mortality among severe trauma patients requires the establishment of an effecti...

Feb 2025 39914069
Synergistic modeling of hemorrhagic dengue fever: Passive immunity dynamics and time-delay neural network analysis.

Dengue fever poses a formidable epidemiological challenge, particularly for vulnerable groups such a...

Jan 2025 39908625
Advancing newborn care: Precise time of birth detection using ai-driven thermal imaging with adaptive normalization.

Around 5%-10% of newborns need assistance to start breathing. Currently, there is a lack of evidence...

Jan 2025 39884060
Human-centred AI for emergency cardiac care: Evaluating RAPIDx AI with PROLIFERATE_AI.

BACKGROUND: Chest pain diagnosis in emergency care is hindered by overlapping cardiac and non-cardia...

Jan 2025 39893766
A pediatric emergency prediction model using natural language process in the pediatric emergency department.

This study developed a predictive model using deep learning (DL) and natural language processing (NL...

Jan 2025 39875462
Marigold: a machine learning-based web app for zebrafish pose tracking.

BACKGROUND: High-throughput behavioral analysis is important for drug discovery, toxicological studi...

Jan 2025 39875867
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