Emergency Medicine

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

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Showing 41-60 of 7,039 articles

Graph attention-guided multi-modal learning for high-throughput screening of environmental chemicals associated with breast cancer risk.

The rapid expansion of chemical production and use has increased human exposure to environmental chemicals that can impact biological pathways relevant to mammary carcinogenesis. This trend creates an urgent need for scalable screening tools that can identify chemicals of potential concern before extensive animal testing or widespread exposure occurs. Conventional predictive models built solely on...

Aug 31 2026 42674177

Smartphone-Based Fundus Imaging in Global Eye Care: Closing the Gap.

Smartphone-based fundus imaging (SBFI) is an emerging approach with potential relevance for global ophthalmic care, including in low- and middle-income countries and other resource-constrained settings. This scoping review, based on a structured literature search, synthesises current SBFI technology, clinical and teaching applications, implementation challenges and future directions. Analysing 30 ...

Aug 31 2026 42674180
[Advances and prospects of hemostatic strategies in hepatic surgery].

The liver is characterized by abundant blood supply and intricate anatomical architecture,rendering intraoperative and postoperative hemorrhage a prim...

Aug 31 2026 42669439
Artificial Intelligence-Powered One Health: A Predictive Framework for Managing Persistent Chemical Threats across Human, Animal, and Environmental Systems.

The increasing burden of persistent organic pollutants, per- and polyfluoroalkyl substances, heavy metals, and emerging contaminants represents a glob...

Aug 30 2026 42676567
A Review of the Role of Artificial Intelligence in Patients on Extracorporeal Membrane Oxygenation: A Scoping Review Study.

BACKGROUND AND AIMS: ECMO is used to deliver cardiopulmonary support in extreme failure where standard therapies are unfruitful. Although ECMO is asso...

Aug 30 2026 42676894
Spatial synaptic pruning mechanism of NAC microglia in differential regulation of PTSD- and depression-like behaviors.

BACKGROUND AND AIMS: Post-traumatic stress disorder (PTSD) comorbid with depression is a prevalent, treatment-refractory clinical syndrome. Emerging e...

Aug 30 2026 42669315
Intrarenal pressure monitoring in retrograde intrarenal surgery for high-infectious risk populations.

PURPOSE: To evaluate the feasibility of real-time intrarenal pressure (IRP) monitoring using the LithoVueâ„¢ Elite (LVE) ureteroscope and assess postope...

Aug 29 2026 42667385
Development of a machine-learning risk stratification tool for vasoactive medication need after two-bolus fluid resuscitation in pediatric suspected sepsis.

BACKGROUND: Timely vasopressor initiation is critical in fluid-refractory pediatric septic shock, yet clinicians lack objective tools to identify chil...

Aug 29 2026 42668278
Artificial intelligence-based ECG as a triage tool for acute myocardial infarction: a diagnostic systematic review and meta-analysis.

Early identification of acute myocardial infarction (AMI) remains challenging, particularly in non-ST-segment elevation presentations and occluded myo...

Aug 29 2026 42668832
Comparison of dual-energy X-ray absorptiometry and lumbar radiographs using deep learning for osteoporosis diagnosis.

INTRODUCTION: Osteoporosis and osteopenia, characterized by reduced bone mineral density (BMD), increase fracture risk, particularly in older adults. ...

Aug 28 2026 42663651
Plasma Desmoplakin as a Novel Biomarker for Early-Onset Susceptibility and Prognostic Stratification in Young Intracerebral Hemorrhage.

OBJECTIVE: This study aimed to identify plasma protein biomarkers associated with the presence and prognosis of intracerebral hemorrhage (ICH) in youn...

Aug 28 2026 42664174
Enhanced YOLOv8 with Hybrid Attention Gating Block for Intertrochanteric Fracture Detection in Complex X-Ray Images.

Timely and accurate detection of intertrochanteric fractures on pelvic radiographs may support prompt clinical assessment and treatment planning. Howe...

Aug 28 2026 42665754
Integrated multi-omics, machine learning, network toxicology, and molecular docking reveal potential mechanisms underlying methyl 4-hydroxybenzoate-associated breast cancer.

Breast cancer (BC) represents a major public-health burden, and epidemiological evidence suggests a potential association with exposure to methyl 4-hy...

Aug 28 2026 42665765
Deep neural network-based prediction of walking independence after hip fracture surgery and analysis of contributing factors.

BACKGROUND: Early prediction of walking independence after hip fracture surgery can support perioperative decision-making and rehabilitation planning....

Aug 27 2026 42660695
Immunohistochemistry-assisted deep learning for lineage identification in rat bone marrow from hematoxylin and eosin whole-slide images.

The analysis of hematoxylin and eosin (HE)-stained bone marrow (BM) tissue sections in drug development toxicologic pathology studies is a key step in...

Aug 27 2026 42661265
Artificial Intelligence Chatbots and Large Language Models for Traumatic Dental Injury Management and Decision Support: A Systematic Review With Function-Based Narrative Synthesis and Exploratory Meta-Analysis.

Traumatic dental injuries require rapid, accurate, and context-sensitive decisions, particularly during emergencies such as tooth avulsion, luxation i...

Aug 27 2026 42657907
Machine learning-based screening model for osteoporosis in Chinese postmenopausal women: a nationwide study with prospective fracture validation.

UNLABELLED: This study develops a machine learning model to predict osteoporosis in Chinese postmenopausal women. The model was trained using the larg...

Aug 27 2026 42658240
A clinical decision support tool for accurate hip fracture prediction: A nationwide cohort study.

BACKGROUND: Although hip fractures are commonly associated with functional decline, increased morbidity, and mortality, accurate models for both short...

Aug 27 2026 42658839
Multitask learning in predictive toxicology: methods, benchmarks, and applications.

INTRODUCTION: Drug safety evaluation is inherently multi-endpoint, multi-scale, and mechanistically interconnected. Traditional predictive toxicology ...

Aug 26 2026 42644710
Transient Ischemic Attack Diagnosis using Explicit Criteria Outperforms Artificial Intelligence: a Prospective Cohort Study.

BACKGROUND: Diagnosing transient ischemic attacks (TIAs) remains challenging, particularly in primary care and emergency department settings where spe...

Aug 26 2026 42647419
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