Hospital-Based Medicine

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

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Development and validation of an Interpretable Machine learning model for Discriminating between benign and malignant breast cancer.

OBJECTIVE: Breast cancer prognosis depends on early detection. We developed and externally validated...

Jan 2026 41592419
Integrating Artificial Intelligence in Nursing Practice With Decubitus Risk Prediction Alerts: A Pilot Process Evaluation.

AIMS: To evaluate the acceptability and feasibility among nurses of Decubitus Risk Prediction Alerts...

Jan 2026 41556156
Goals of Care Transitions following Postoperative Undertriage.

BACKGROUND: This study tests the hypothesis that postoperative undertriage of high-acuity patients t...

Jan 2026 41556534
Artificial Intelligence Competencies and Educational Needs Among ERNICA Members: Results of a Multinational Survey.

INTRODUCTION: Artificial Intelligence (AI) is increasingly recognized as a transformative force in h...

Jan 2026 41558661
An artificial intelligence-powered learning health system to improve sepsis detection and quality of care: a before-and-after study.

Sepsis is a major global health crisis where early recognition and effective management remain signi...

Jan 2026 41559206
Machine learning-based risk modeling for safety-focused learning curve assessment in robotic left-sided colorectal cancer surgery.

The transition from laparoscopic to robotic surgery for left-sided colorectal cancer raises safety c...

Jan 2026 41553590
Interpretable machine learning model for predicting in-hospital mortality in elderly acute pancreatitis: Development and validation in a multicenter cohort.

BACKGROUND: Elderly acute pancreatitis (AP) patients face significantly higher in-hospital all-cause...

Jan 2026 41570423
A novel hypothetical protein (SAUSA300_1684) confers excellent protection against multi-drug-resistant Staphylococcus aureus infection in the murine model.

Staphylococcus aureus is a leading cause of nosocomial infections, including sepsis, bacteraemia, pn...

Jan 2026 41548530
A Study on the Effectiveness of Al-Assisted Patient Health Education Using Voice Cloning and ChatGPT: A Prospective Randomized Controlled Trial.

BACKGROUND: Traditional patient education often lacks personalization and engagement, potentially li...

Jan 2026 41548948
Rebuilding the pelvis: advances in robotic-assisted management of complex pelvic fractures.

Complex pelvic fractures are infamously challenging to fix surgically because of their fine anatomy ...

Jan 2026 41543252
A federated learning framework for ethical dynamic treatment allocation across heterogeneous hospitals.

OBJECTIVE: In this paper, we propose an adaptive federated learning framework to learn optimal treat...

Jan 2026 41548733
NLP-ROPCare: predicting retinopathy of prematurity with admission notes using natural language processing.

OBJECTIVES: Retinopathy of prematurity (ROP) is a leading cause of blindness in children worldwide, ...

Jan 2026 41545231
Plasma glutamic acid predicts myelosuppression and mortality in septic patients using machine learning.

Myelosuppression is a common secondary manifestation of sepsis and is associated with increased morb...

Jan 2026 41545523
Survival and Surrogate Biomarkers in Interventional Oncology Trials: Pitfalls, Challenges, and Future Directions.

INTRODUCTION: Interventional oncology (IO) is a key component of multidisciplinary cancer care, deli...

Jan 2026 41545771
Prognostic Significance of Computed Tomography Severity Score for Machine Learning Prediction of Intensive Care Unit Admission in COVID-19 Patients.

OBJECTIVE: The computed tomography-severity score (CT-SS) quantifies the severity of pulmonary invol...

Jan 2026 41536171
Comparable Outcomes in Pediatric and Adult Patients With Sudden Sensorineural Hearing Loss.

OBJECTIVE: To identify prognostic factors for unilateral idiopathic sudden sensorineural hearing los...

Jan 2026 41537280
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