Hospital-Based Medicine

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

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IPEM Topical Report: A National Survey of MRI Use for External Beam Radiotherapy Treatment Planning in the UK: 2025 IPEM Survey Results.

Magnetic Resonance Imaging (MRI) offers superior soft tissue contrast compared to Computed Tomograph...

Apr 2026 42013904
From prediction to practice: early implementation of a machine learning-based hospitalization prediction tool in the emergency department.

BACKGROUND: Machine learning (ML) models can accurately predict hospital admissions in emergency dep...

Apr 2026 42030768
In vivo CAR-cell therapy: current challenges and emerging therapeutic advances.

In vivo chimeric antigen receptor (CAR) cell therapy is undergoing a transformative shift from conve...

Apr 2026 42008208
The future of follow-up: technology-enabled medical and developmental follow-up care for NICU graduates.

Premature infants are at higher risk of long-term clinical and developmental sequelae compared to th...

Apr 2026 42009892
Power transformer online monitoring and state assessment method based on 2DCNN-BiLSTM multi-source feature fusion.

As key power system equipment, real-time monitoring and accurate assessment of power transformers' o...

Apr 2026 42008477
Use of Large Language Models to Enhance Failure Mode and Effects Analysis: A Case Study.

PURPOSE: Failure Mode and Effects Analysis (FMEA) is widely used in radiation oncology to proactivel...

Apr 2026 42254724
[Exploration and clinical application of the "digital and intelligent surgery" diagnosis and treatment workflow for oral and maxillofacial tumors].

Tumors in the oral and maxillofacial region present significant clinical challenges due to anatomica...

Apr 2026 41978396
Ensemble Machine Learning Models for Predicting Death in Post-Acute Skilled Nursing Facilities.

OBJECTIVE: Patients discharged from hospitals to skilled nursing facilities (SNFs) for post-acute ca...

Apr 2026 42000379
Artificial Intelligence in Trauma Care: A Systematic Review of Resuscitation, Diagnosis, Risk Prediction, and Management.

BACKGROUND: Artificial intelligence (AI) is increasingly being explored in trauma care as a tool to ...

Apr 2026 41996287
Explainable transfer learning ensemble AI model for lung ultrasound pneumothorax detection with expert benchmark.

BACKGROUND: Lung ultrasound is essential for rapid, radiation-free bedside pneumothorax diagnosis bu...

Apr 2026 41998695
IFCN position statement: use of artificial intelligence in clinical neurophysiology.

In recent years, artificial intelligence (AI) has made significant strides, gaining traction across ...

Apr 2026 42067415
Changes in computed tomography derived muscle and pulmonary tissue in patients hospitalized for COVID-19: a 12-month follow-up study.

BACKGROUND: Prolonged muscle loss and persistent pulmonary radiological manifestations have been obs...

Apr 2026 41999975
Cross-sectional research: Application of an Artificial Intelligence-Based Pediatric Early Warning Score in the Pediatric Emergency Department.

BACKGROUND: There are a large number of pediatric emergency patients. Due to the fact that the child...

Apr 2026 41995245
Artificial Intelligence in Haemophilia Care: A Narrative Review of Current Evidence and Future Opportunities.

Artificial intelligence (AI) is increasingly explored in healthcare for its capacity to analyse comp...

Apr 2026 41988806
Multidisciplinary blinded randomized expert evaluation of large language models for clinical diagnosis and management.

BACKGROUND: Direct clinical uses of large language models (LLMs) remain controversial, partly becaus...

Apr 2026 41986491
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