Hospital-Based Medicine

Latest AI and machine learning research in hospital-based medicine for healthcare professionals.

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Showing 274-294 of 8,332 articles
Explainable Prediction of ICU Transfer in Acute Pancreatitis: A Neural Network Model With SHAP Interpretability for Clinical Decision Support.

OBJECTIVE: Acute pancreatitis (AP) is a life-threatening disorder commonly observed in emergency dep...

Apr 2026 40986596
Risk factors and early clinical outcomes of acute pancreatitis: A retrospective case series from Kyrgyzstan.

BACKGROUND: Acute pancreatitis (AP) is a common gastrointestinal emergency characterized by unpredic...

Apr 2026 41761807
Ardent Health: An AI-Enabled Virtual Care Model, from Pilot to Production.

Healthcare leaders face sustained uncertainty: workforce volatility, financial pressure, and acceler...

Apr 2026 41779920
Real-time prediction of emergency department admissions using an AI model and its integration into hospital bed-planning.

OBJECTIVE: To design, validate, and implement a tool based on a machine-learning model capable of pr...

Apr 2026 41880165
Artificial Intelligence-Assisted Ultrasound in Austere Trauma Environments: Implications for Role 1 Military Medicine.

Pararescue jumpers are United States Air Force medical tactical operators who provide advanced traum...

Mar 2026 41914709
Incorporating Patient Similarity and Clinical Temporality in Disease Prognostic Modeling.

Health recommender systems (HRSs) enhance prognostication by leveraging clinical information. Existi...

Mar 2026 41915539
Improving ward round documentation using the Heidi Health application.

INTRODUCTION: Accurate and timely documentation during surgical ward rounds is critical for ensuring...

Mar 2026 41916739
A Systematic Review and Meta-analysis of Externally Validated Epic Clinical Decision Support Tools.

BACKGROUND: Clinical Decision Support (CDS) tools integrated with Electronic Health Records increasi...

Mar 2026 41917292
Human vs. artificial intelligence in medical charting: a comparative study in the simulated emergency medicine context.

OBJECTIVES: The increasing administrative burden associated with electronic health records has contr...

Mar 2026 41917375
[Pulmonary embolism response team (PERT): development, implementation, and clinical impact].

Pulmonary embolism (PE) is a common and potentially fatal venous thromboembolic disease. Traditional...

Mar 2026 41912399
Machine learning to predict hospital admission at triage in paediatric emergency care: A meta-analysis.

UNLABELLED: Machine learning (ML) models have shown promise improving outcome prediction and early r...

Mar 2026 41912745
Text mining and machine learning based health risk prediction for soil polycyclic aromatic hydrocarbons at typical coal-fired industrial sites in china.

Polycyclic aromatic hydrocarbons (PAHs) are persistent organic pollutants posing significant threats...

Mar 2026 41930519
Clinical Care Practices Shape Microbiome-Associated Bloodstream Infection Risk in Geographically Distinct NICUs.

BACKGROUND: Bloodstream infections (BSI) remain a major cause of morbidity and mortality in preterm ...

Mar 2026 41903180
Machine learning prediction of discharge destination in patients with Parkinson's disease; a nationwide cohort study.

Risk stratification during hospitalization may support real-world discharge planning. We developed a...

Mar 2026 41896562
Combined use of serum KL-6 and respiratory functional parameters for identifying fibrotic lung damage in SARS-CoV-2-induced interstitial pneumonia.

BACKGROUND: Post-COVID19 pulmonary fibrosis (PCPF) has been reported in a significant proportion of ...

Mar 2026 41891415
Biomarkers associated with future suicide risk enhance predictive performance in psychiatric inpatients.

OBJECTIVES: Suicide risk assessments currently rely on subjective clinical judgement, lacking object...

Mar 2026 41895732
Pediatric Firearm Risk Prediction in Trauma Centers and After Discharge: A Machine Learning Analysis.

OBJECTIVE: We used machine learning (ML) to develop firearm risk prediction models for injured child...

Mar 2026 41903623
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