Hospital-Based Medicine

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

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Participatory Assessment of Ethics in AI: A Review.

INTRODUCTION: Artificial Intelligence (AI) is reshaping digital healthcare by advancing disease dete...

May 2026 42174926
A Two-Stage Pipeline for Linking Clinical Notes to SNOMED CT.

Extracting clinically useful information from free-text notes remains challenging due to their unstr...

May 2026 42174981
Resource-Conscious Modeling for Next-Day Discharge Prediction Using Clinical Notes.

Timely discharge prediction is important for surgical unit operations. Using 3,928 postoperative pat...

May 2026 42175009
Evaluating Large Language Models for Extracting Social Determinants of Health in Substance Use Disorder Notes.

Automated extraction of social determinants of health (SDoH) may support earlier identification of u...

May 2026 42175011
From Discharge Letters to Process Traces with LLMs: A Human-in-the-Loop Pipeline.

We present a modular human-in-the-loop pipeline that converts unstructured discharge letters into pr...

May 2026 42175013
OMOP Extraction of Medical Text Using LLMs: Preliminary Results.

We used medium-sized LLMs to extract medication data from German discharge letters into the OMOP CDM...

May 2026 42175028
Time to Care-AI Supported Nursing Documentation.

This study conducted a needs assessment to evaluate contextual factors, adoption barriers, and overa...

May 2026 42175141
A Tool for Virtual Nursing Utilization in Emergency Reception: An Exploratory Machine Learning Approach.

As virtual nursing (VN) gains traction as a scalable solution to support hospital workflows, identif...

May 2026 42175241
Enhancing respiratory virus surveillance among hospitalised children: a machine learning-based predictive model.

BACKGROUND: Viral respiratory tract infections (vRTIs) are a leading cause of paediatric hospitalisa...

May 2026 42167899
Enhancing prediction of inpatient deterioration by combining clinical and nurse concern features, with or without temporal clustering.

BACKGROUND: Early warning systems (EWSs) help clinicians identify deteriorating patients using clini...

May 2026 42170064
Application of an AI-Based Pediatric Early Warning Score in the Pediatric Emergency Department: Cross-Sectional Study.

BACKGROUND: Pediatric emergency departments see a high volume of patients. Given that children often...

May 2026 42155091
Compounding hazards increase flood economic losses across Europe.

Compound events-combinations of multiple hazards contributing to societal or environmental risk-can ...

May 2026 42156767
Bridging pediatric to adult care in cystinosis: a scoping review of healthcare transition of care protocols and a roadmap for future practice.

Cystinosis is a rare lysosomal storage disorder that affects approximately 1 in 100,000 to 200,000 l...

May 2026 42157047
Predicting spontaneous preterm birth using machine learning algorithms.

STUDY DESIGN: This prospective cohort study included pregnant women from a tertiary hospital in Kunm...

May 2026 42151036
Artificial intelligence-assisted integrated care to promote colonoscopy uptake (AICC) in China: study protocol for a cluster randomized controlled trial.

BACKGROUND: Colorectal cancer (CRC) leads to heavy disease and economic burdens globally. Early scre...

May 2026 42152022
An Assessment of ChatGPT Responses to Common Postoperative Rhinoplasty Questions.

Rhinoplasty is a commonly performed aesthetic and functional procedure, and patients frequently seek...

May 2026 42148682
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