Hospital-Based Medicine

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

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Showing 211-231 of 8,544 articles
Machine-based classification of epileptiform activity in selected EEG excerpts from genetic generalised epilepsy.

OBJECTIVES: To evaluate whether the deep learning model IGENet-TS, a time-domain convolutional neura...

(2)
Aug 2026 42659886
Beyond predictive performance: Interpretability challenges and feature importance bias in XGBoost-based readmission models.

Song et al. report a machine-learning framework based on the eXtreme Gradient Boosting (XGBoost) alg...

Aug 2026 42660000
Ovarian borderline tumors and minimally invasive surgery: a narrative review.

Borderline ovarian tumors (BOTs) are a distinct subgroup of epithelial ovarian neoplasms that common...

(1)
Aug 2026 42664764
Development and evaluation of machine learning models to predict mechanical restraint and related coercive measures in hospital psychiatry.

PURPOSE: Coercive practices in psychiatric hospitals present clinical and ethical challenges. Aiming...

Aug 2026 42657858
From Human-Centered Results to Real-World Impact: Medical Humanities Cross-disciplinary Research.

This collaboratively written paper presents three case studies where researchers from the humanities...

Aug 2026 42645647
AI Adoption in US Cancer Centers: National Cross-Sectional Study of Institutional and Policy Determinants.

BACKGROUND: AI is increasingly being integrated into cancer screening, treatment, and patient care. ...

Aug 2026 42647066
Development and validation of machine learning model for selecting the optimal population pharmacokinetic model for vancomycin.

INTRODUCTION: Therapeutic drug monitoring (TDM) of vancomycin is recommended based on the area under...

Aug 2026 42648633
Explainable artificial intelligence reveals key surgical parameters in robot-assisted and open radical prostatectomy.

Preoperative risk stratification for radical prostatectomy is crucial, yet predicting the wide range...

(1)
Aug 2026 42642558
[Development and validation of an explainable machine learning-based model for predicting mortality risk in polytrauma patients].

Polytrauma is commonly defined as multisystem trauma involving at least two body regions with an Abb...

(1)
Aug 2026 42656108
Potential of Remote Patient Monitoring in Perioperative Care: A Narrative Review.

Remote patient monitoring is moving closer to routine implementation and has the potential to become...

(1)
Aug 2026 42640647
Understanding the Functional Needs of Patients With Cardiovascular Disease Regarding Nursing Robots Using a Kano Survey Scale: Cross-Sectional Study.

BACKGROUND: With population aging and the growing burden of chronic diseases, the number of patients...

(2)
Aug 2026 42640686
Performance-Based Frailty Tools Capture Distinct Risk Phenotypes in Kidney Transplant Candidates: A Comparative Analysis of FRAIL and SPPB.

Frailty predicts adverse outcomes in kidney transplant candidates, but it remains unclear whether di...

(3)
Aug 2026 42641925
Research Progress of Diabetes-related Glaucoma: Mechanisms, Impacts and Management Strategies.

Diabetes mellitus (DM), a highly prevalent metabolic disorder, is increasingly recognised for its si...

(1)
Aug 2026 42642606
ICU Open-Access Databases for Artificial Intelligence in Sepsis: Balancing Innovation With Data Quality Challenges.

OBJECTIVES: To evaluate the suitability of three major open-access ICU databases (Medical Informatio...

(1)
Aug 2026 42635479
Multimodal artificial intelligence in prostate cancer: integrating multiparametric MRI with clinicopathological, molecular, and functional imaging data.

Multimodal artificial intelligence (AI) is reshaping prostate cancer imaging by moving beyond MRI-on...

Aug 2026 42635792
Reducing Racial Disparities in Stroke Thrombolysis Using Fairness-Aware Machine Learning.

Racial and ethnic disparities in the administration of intravenous thrombolysis (IVT) for acute isch...

(1)
Aug 2026 42635961
Artificial intelligence applications in radiology: the new frontier in interstitial lung diseases.

BACKGROUND: Interstitial lung disease (ILD) comprises a heterogeneous group of disorders with divers...

Aug 2026 42636163
Machine learning prediction of 30-day mortality in coronary artery disease: a retrospective multicenter study using electronic health records.

BACKGROUND: Coronary artery disease (CAD) is the leading cause of death globally and a major contrib...

(4)
Aug 2026 42637095
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