Critical Care

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

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Showing 337-357 of 5,053 articles
Definitions and Severity/Risk Prediction Tools for Bronchopulmonary Dysplasia: A Scoping Review.

BACKGROUND: Bronchopulmonary dysplasia (BPD) remains a major complication of extreme prematurity, bu...

Jul 2026 42383483
A multi-fidelity poroelastic finite element and machine learning framework for characterizing respiratory mechanics in porcine lungs.

Accurate and rapid characterization of lung mechanics remains a central challenge in respiratory dis...

(4)
Jul 2026 42384238
Machine learning phenotypes and heterogeneous albumin effects in cirrhotic AKI: a causal inference study.

Current guidelines recommend albumin infusion as a first-line treatment for acute kidney injury (AKI...

(1)
Jul 2026 42384297
Behaviour artificial intelligence technology to support the decision-making process of continuation or withdrawal of life-sustaining therapy.

BACKGROUND: Withholding and withdrawing life-sustaining therapy (LST) is common in European ICUs but...

Jul 2026 42384351
Machine learning-based detection of missed inspiratory efforts using esophageal pressure during noisy pressure support ventilation.

BACKGROUND: Missed inspiratory efforts represent one of the most frequent and clinically relevant fo...

(1)
Jul 2026 42385307
Predictive analytics and risk stratification models in internal medicine: from risk scores to real-time machine learning.

Internal medicine involves high-stakes, time-sensitive decisions (such as triaging acute illnesses, ...

(2)
Jul 2026 42386043
Artificial intelligence for child health: current capabilities and the next frontier.

Artificial intelligence (AI) is reshaping paediatric healthcare, offering new capabilities across di...

Jul 2026 42386397
Deep Learning-Based Reconstruction Improves Image Quality in Canine Cranial Abdominal MRI: A Prospective Pilot Study.

The application of deep learning-based reconstruction (DLR) to magnetic resonance imaging (MRI) has ...

Jul 2026 42216717
From Triage to Intensive Care: A Qualitative Study of Nurses' Experiences with AI-Enabled Decision Support.

BACKGROUND: Artificial intelligence (AI)-enabled decision support systems are increasingly used in e...

Jul 2026 42261749
In-hospital mortality among patients with congenital heart disease undergoing noncardiac procedures: machine learning analysis of a multicentre study.

BACKGROUND: Improved survival for children with congenital heart disease (CHD) has resulted in an in...

Jun 2026 42421786
Detecting Adverse Events Following Acute Care Encounters among Veterans Prescribed Non-Steroidal Anti-Inflammatory Drugs.

OBJECTIVES: To model the occurrence of adverse events (AEs) among Veterans prescribed nonsteroidal a...

(1)
Jun 2026 42441011
Prognostic significance of the endothelial activation and stress index in acute respiratory distress syndrome: a retrospective cohort study.

Endothelial cells play a crucial role in the pathogenesis of acute respiratory distress syndrome (AR...

Jun 2026 42380442
Machine learning-based prediction of ICU admission and mortality in Crimean-Congo hemorrhagic fever by using wide-range targeted metabolomics.

PURPOSE: This study aimed to evaluate the potential of amino-acid profiles to predict disease progre...

(1)
Jun 2026 42380783
Artificial intelligence for environmental sustainability across sectors: a scoping review and evidence map for nursing and health policy.

BACKGROUND: Health systems are expected to reduce environmental impacts while preserving safe, conti...

Jun 2026 42381036
Risk prediction of sepsis-associated acute kidney injury: development, validation of a machine learning model with multicenter data.

BACKGROUND: Sepsis-associated acute kidney injury (SA-AKI) is a common and severe complication in in...

Jun 2026 42381058
Synergistic Geroprotectors Mapping through Systems Machine Learning and Graph Neural Networks.

Geroscience offers a transformative paradigm by targeting shared aging hallmarks to enable simultane...

(2)
Jun 2026 42376863
The HLH-Risk-Calculator is a machine learning-based tool to predict course & mortality of secondary hemophagocytic lymphohistiocytosis.

PURPOSE: Secondary hemophagocytic lymphohistiocytosis (sHLH) is a life-threatening hyperinflammatory...

(1)
Jun 2026 42377458
Artificial intelligence (AI)-based pose estimation detects movements linked to unplanned tube removal in ICU patients.

Unplanned removal of life-sustaining tubes in intensive care units (ICUs) poses serious risks, yet e...

Jun 2026 42368308
Machine learning-based cross-sectional exploration of depression-chronic pain associations in chronic respiratory disease patients.

BACKGROUND: Chronic respiratory diseases (CRD) are a leading global cause of death, with high comorb...

Jun 2026 42374263
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