Hospital-Based Medicine

Intensivists

Latest AI and machine learning research in intensivists for healthcare professionals.

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Showing 85-105 of 4,608 articles
Predicting Failure of Active Surveillance in Desmoid-Type Fibromatosis Using Radiomics: An International Multi-center Cohort Study.

BACKGROUND: Active surveillance (AS) is the first-line approach for desmoid-type fibromatosis (DTF)....

Jun 2026 42277475
Machine learning-based prediction of early invasive mechanical ventilation in ICU patients with pneumonia: Development and external validation.

BACKGROUND: Pneumonia is a common critical illness in the intensive care unit (ICU), and a subset of...

Jun 2026 42275910
Toward generalizable and interpretable machine learning models in healthcare: Insights from ICU outcome predictions.

The application of machine learning (ML) models in healthcare management offers high potential. In p...

Jun 2026 42268427
Development and validation of a machine learning-based model for predicting delirium risk in postoperative brain tumor patients in the Intensive Care Unit.

OBJECTIVE: This study aimed to clarify the incidence and influencing factors of delirium in ICU pati...

Jun 2026 42268477
Prospective and external evaluation of an AI model for continuous and early prediction of moderate and severe AKI in critically ill patients.

BACKGROUND: Acute kidney injury (AKI) is a major complication in critically ill patients, burdening ...

Jun 2026 42268534
Association between the PaO2/FiO2-to-PaCO2 ratio and mortality in patients with sepsis: a retrospective study with dual-cohort validation.

BACKGROUND: Sepsis patients face a high mortality risk. Available prognostic biomarkers have certain...

Jun 2026 42270049
Deep learning approach for probabilistic pulmonary function estimation from chest X-ray and peak expiratory flow rate.

BACKGROUND: Spirometry remains the gold standard for assessing pulmonary function. Deep learning mod...

Jun 2026 42265327
Artificial intelligence in pediatric intensive care units: current applications in sepsis management.

BACKGROUND: Early detection of sepsis in pediatric intensive care units (PICUs) is critical, but cha...

Jun 2026 42265523
HeLP-BAG score: a novel data-driven scoring system for predicting post-operative 30-day mortality using 24-hour preoperative data.

BACKGROUND: Accurate preoperative risk stratification remains challenging, as existing scoring syste...

Jun 2026 42260375
Intelligent Multimodal Sensors Based on Two-Dimensional Materials: Fabrication, Decoupling, and Applications.

Two-dimensional (2D) materials, with their multi-stimulus responsiveness and excellent electrical/me...

Jun 2026 42261235
A Multifunctional Eutectogel for Wide-Temperature and Intelligent Speech Recognition.

The practical application of flexible sensors is often constrained by limited mechanical properties ...

Jun 2026 42261606
Acute brain dysfunction clusters in COVID-19: a pilot machine learning-based analysis of the COVID-D cohort.

PURPOSE: While acute brain dysfunction (ABD, i.e., delirium and coma) is associated with significant...

Jun 2026 42257978
Machine learning-based prediction of 30-day mortality in critically ill patients with rheumatoid arthritis.

BACKGROUND: Rheumatoid arthritis patients in the ICU face a high risk of mortality. While traditiona...

Jun 2026 42258070
An interpretable machine-learning model for post-admission reassessment of bloodstream infection risk in ICU patients with pneumonia.

The aim of this study is to develop and validate a machine learning-based predictive model to assess...

Jun 2026 42251092
Early prediction of sepsis in the ICU: a comparative analysis of multiple machine-learning algorithms using the MIMIC-III database.

Sepsis is a high-burden, highly heterogeneous clinical challenge that affects up to 30% of ICU patie...

Jun 2026 42249360
Predicting ICU in-hospital mortality from text-encoded structured EHR data using adaptive transformer layer fusion.

Early identification of ICU patients at high mortality risk is essential for triage and timely inter...

Jun 2026 42305595
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