Hospital-Based Medicine

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

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An Explainable Machine Learning Model for Early Prediction of Incident Myocardial Injury in Patients With Severe Fever With Thrombocytopenia Syndrome.

This study aimed to develop an explainable machine learning-based model to enable early prediction o...

Jul 2026 42370738
In-hospital mortality among patients with congenital heart disease undergoing noncardiac procedures: machine learning analysis of a multicentre study.

BACKGROUND: Improved survival for children with congenital heart disease (CHD) has resulted in an in...

Jun 2026 42421786
Machine learning-based prediction of ICU admission and mortality in Crimean-Congo hemorrhagic fever by using wide-range targeted metabolomics.

PURPOSE: This study aimed to evaluate the potential of amino-acid profiles to predict disease progre...

Jun 2026 42380783
Unravelling emergency department triage in everyday practice: An ethnographic study of underlying mechanisms across three Danish emergency departments.

BACKGROUND: Emergency department triage is commonly conceptualised as a standardised classification ...

Jun 2026 42380829
Comparative machine learning approaches to prognosticate clinical outcomes in oral and maxillofacial space infections: a retrospective analysis.

BACKGROUND: The objective of this study was to evaluate the performance of multiple machine learning...

Jun 2026 42380843
Hippocampal subfield radiomics improves identification of in-hospital aggressive behavior in schizophrenia: an interpretable machine-learning study.

OBJECTIVE: To evaluate hippocampal subfield radiomics for identifying aggressive behavior in hospita...

Jun 2026 42380940
Risk prediction of sepsis-associated acute kidney injury: development, validation of a machine learning model with multicenter data.

BACKGROUND: Sepsis-associated acute kidney injury (SA-AKI) is a common and severe complication in in...

Jun 2026 42381058
The Ambulatory Surgery Center Paradox: Why 60% of Surgeries Occur Where 2% of AI Research Happens.

BACKGROUND: Ambulatory surgery centers now perform more than 60% of the 60 million elective surgical...

Jun 2026 42374614
The HLH-Risk-Calculator is a machine learning-based tool to predict course & mortality of secondary hemophagocytic lymphohistiocytosis.

PURPOSE: Secondary hemophagocytic lymphohistiocytosis (sHLH) is a life-threatening hyperinflammatory...

Jun 2026 42377458
Multidisciplinary tumor board decisions and artificial intelligence-generated recommendations in general surgery: a retrospective observational study.

Artificial intelligence (AI)-based decision support systems are increasingly explored in surgical on...

Jun 2026 42377710
Leveraging an Explainable Machine Learning Model for Early Identification of Acute Kidney Injury: A Retrospective Study.

BACKGROUND: Delayed identification of acute kidney injury (AKI) limits timely intervention, as diagn...

Jun 2026 42378106
Use of a Conversational Agent for Training Mental Health Professionals in Suicide Safety Planning: Pilot Feasibility and Acceptability Study.

BACKGROUND: Safety planning is recognized as one of the most effective interventions for reducing su...

Jun 2026 42378141
Iterative Multidisciplinary Development and Evaluation of a Patient-Facing SDoH Chatbot Using Synthetic Data Simulation.

BACKGROUND: Systematic collection of social determinants of health (SDoH) data remains inconsistent ...

Jun 2026 42378322
Large Language Model Versus Multidisciplinary Team: Feasibility Study of Pancreatic Cancer Management Recommendations.

Of 269 pancreatic cancer multidisciplinary team cases, 125 complete structured cases were evaluated....

Jun 2026 42379138
Lung ultrasound in interstitial lung disease: from bedside screening to prognostic integration and AI-assisted standardization.

Interstitial lung diseases (ILDs) require early recognition and longitudinal assessment, yet repeate...

Jun 2026 42379532
Effect of artificial intelligence on nursing documentation and patient safety.

Nursing documentation is a fundamental component of safe clinical practice, supporting effective com...

Jun 2026 42366635
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