Critical Care

Latest AI and machine learning research in critical care for healthcare professionals.

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Subcategories: Sepsis
Showing 421-441 of 5,053 articles
Smart feeding: the role of artificial intelligence and integrated nutrition platforms in the ICU.

PURPOSE OF REVIEW: Tremendous improvement in the use of artificial intelligence has opened new oppor...

Jun 2026 42284524
Functional Imaging in Hereditary Endocrine Neoplasms: Evolving Modalities and Clinical Implications.

Hereditary endocrine neoplastic syndromes require structured, lifelong surveillance owing to their m...

Jun 2026 42274298
A Spatiotemporal Transformer Framework on 4D-CT for Early Prediction of Progressive Pulmonary Fibrosis.

Progressive pulmonary fibrosis (PPF) remains difficult to predict because static imaging may not ful...

Jun 2026 42274865
A Novel Model to Predict Progression to Death After Withdrawal of Care in Potential Donation-After-Circulatory-Death Heart Donors.

BACKGROUND: Predicting successful heart donation after circulatory death (DCD) remains a challenge. ...

Jun 2026 42276522
High-throughput analysis of multimodal monitoring data: the role of machine learning in early warning systems for high-risk neonates.

The neonatal intensive care unit (NICU) generates vast amounts of high-throughput, multimodal monito...

Jun 2026 42276586
Feature selection methodology based on explainable AI: application in predicting extubation success in the intensive care unit.

High-dimensional medical data hinder predictive modeling because of noise and the curse of dimension...

Jun 2026 42277082
FIRST-ICU: forecasting interventions and risk stratification in the ICU using graph neural network autoencoders.

Critically ill patients frequently require multiple concurrent interventions with complex interdepen...

Jun 2026 42277214
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
Transforming hemodialysis care: a tripartite collaboration model among medical staff, AI agents, and robots.

Hemodialysis demand is rising as populations age and the chronic kidney disease burden increases, ye...

Jun 2026 42271122
Targeting emerging respiratory pathogens with Clamp Peptides: broad-spectrum inhibition of viral entry in 3D human lung models.

Rapid urbanization, migration and climate change are accelerating the appearance and diversification...

(1)
Jun 2026 42272104
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
HealthRing: Physiology Dataset for Health Sensing on Rings.

Smart rings enable unobtrusive monitoring of cardiovascular vital signs via photoplethysmography (PP...

Jun 2026 42270620
Artificial intelligence-enabled histological analysis in pre-clinical respiratory disease models: a scoping review.

Histological analysis is a cornerstone of pre-clinical respiratory disease research. It enables asse...

(2)
Jun 2026 42270117
High spatiotemporal resolution assessment of PM2.5 and NO2 exposure and respiratory health inequality in Thailand.

Air pollution remains a critical environmental health challenge in Thailand, yet evidence linking hi...

(1)
Jun 2026 42284786
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...

(1)
Jun 2026 42265327
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