Hospital-Based Medicine

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

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Showing 715-735 of 8,550 articles
[Clinical practice guidelines for the application of intelligent technology in spinal surgery (2026 edition)].

In response to the challenges of insufficient precision and limited safety associated with tradition...

May 2026 42178936
An In-Hospital Mortality Risk Model for Patients Undergoing Coronary Artery Bypass Grafting Based on Machine Learning: Cohort Study.

BACKGROUND: Ischemic heart disease remains the leading cause of death worldwide. Coronary artery byp...

May 2026 42184411
Electrical discharge machining of Ti6Al4V in deionized water: surface integrity and wear response for medical applications.

Titanium alloys are widely used in medical applications, particularly in dentistry and orthopedics, ...

May 2026 42185579
Optimizing heart failure care: A machine learning-based prediction of hospital length of stay for heart failure patients.

BACKGROUND: Heart failure represents a significant global health burden, with prolonged length of st...

(3)
May 2026 42176646
Beyond readability: Advancing patient-centered evaluation of AI-generated clinical reports.

Large language models offer promising opportunities to simplify clinical documentation and improve t...

May 2026 42184703
Interpretable machine learning to predict postoperative adverse outcomes in cardiac surgery.

BACKGROUND: Cardiac surgery is associated with significant mortality and complication risks. This st...

May 2026 42174418
Nomogram and machine learning models for predicting the risk of delirium in ICU patients with NSTEMI.

Delirium is a frequent and clinically consequential complication among patients admitted to the inte...

(1)
May 2026 42175512
Integrating AI into hospital workflows: implementation strategies and real-world barriers.

Artificial intelligence (AI) is increasingly being integrated into hospital systems with the potenti...

May 2026 42177016
Application of machine learning to predict bronchiolitis severity in children: a single-centre retrospective cohort study.

UNLABELLED: Several severity scores have been developed to assess disease severity in infants with b...

May 2026 42171780
Prediction of 30-Day All-Cause Hospital Readmissions Using Limited Structured Electronic Health Record Data: Retrospective Comparative Study.

BACKGROUND: Unplanned hospital readmissions represent a critical operational and financial challenge...

May 2026 42172660
Developing and validating a sequence-aware deep learning model for infection risk prediction in home care.

BACKGROUND: Infections are a leading cause of hospitalizations and emergency department (ED) visits ...

May 2026 42172726
Understanding Blood-Injection-Injury Phobia: Do Not Miss the Point.

Needle and blood-injection-injury phobia is commonly encountered in the perioperative setting. It ca...

May 2026 42172480
Automated Machine Learning Approaches for Surgery Duration Prediction in Orthopaedics.

Accurate prediction of surgical case duration is essential for reducing operating room overruns and ...

May 2026 42174798
Harnessing Clinical Data Streams for Nursing Workload Prediction Using Artificial Intelligence.

The increasing workload in inpatient care and the ongoing shortage of skilled workers require new ap...

May 2026 42174843
Machine Learning Applications Within the Earlier Medicine Framework for Stroke: A Scoping Review.

This scoping review explores how machine learning (ML) has been applied to stroke research within th...

May 2026 42174853
Evaluating the Potential of Machine Learning for Discharge Management on Routine Health Insurance Data.

Machine learning (ML) has great potential in healthcare, especially with large structured data. Rout...

(1)
May 2026 42174859
Predicting Pediatric Mortality Across Five Intensive Care Units: Toward an Early Warning Using Machine Learning.

Despite the advances in critical care and innovations of medical technology, earlier identification ...

May 2026 42174888
Assessing AI-Based Decision Support in Early Sepsis and AKI Recognition.

Sepsis and acute kidney injury (AKI) remain among the most critical conditions in acute care, associ...

(1)
May 2026 42174890
Evaluation of Graph-Based Algorithms for Early Detection of In-Hospital Mortality.

Enhancing patient care quality depends on preventing health-related adverse events (HAEs), including...

May 2026 42174908
Improving Explainability in Clinical Mortality Prediction Using Stacking Classifiers over Annotated Clinical Notes.

Heart failure, a leading cause of hospitalization and death, requires early identification of high-r...

May 2026 42174912
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