Critical Care

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

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Subcategories: Sepsis
Showing 673-693 of 5,053 articles
Building your future ICU in Asia Pacific: A structured regional priority-mapping summit report from the Asia Pacific Critical Care Societies Summit 2025.

OBJECTIVE: To summarise the proceedings of the third Asia Pacific Critical Care Societies Summit and...

Apr 2026 41932216
Exploratory prediction model for deep vein thrombosis in intensive care patients after anticoagulation therapy: An observational study.

BACKGROUND: Despite low-molecular-weight heparin (LMWH) prophylaxis, the incidence of deep vein thro...

(1)
Apr 2026 41932233
Detection of Interstitial Lung Abnormalities on Chest Radiographs: Diagnostic Performance of Radiologists and Artificial Intelligence.

Background: Interstitial lung abnormalities (ILA) on chest CT are receiving growing attention given ...

Apr 2026 41919933
Performance of Large Language Models vs Conventional Machine Learning for Predicting Clinical Outcomes With Limited Data: Comparative Study.

BACKGROUND: Machine learning (ML) can be used to predict clinical outcomes. Training predictive mode...

Apr 2026 41921208
Patient-Specific Cardio-Respiratory Model for Optimization of Cardiac Radioablation.

Stereotactic Arrhythmia Radioablation (STAR) is a promising treatment for refractory ventricular tac...

Apr 2026 40960973
Explainable Prediction of ICU Transfer in Acute Pancreatitis: A Neural Network Model With SHAP Interpretability for Clinical Decision Support.

OBJECTIVE: Acute pancreatitis (AP) is a life-threatening disorder commonly observed in emergency dep...

Apr 2026 40986596
Bulk Microarray and Single-Cell Transcriptomic Analyses Reveal Bacterial Lipopolysaccharide-Related Biomarkers in Sepsis.

Sepsis, a life-threatening condition triggered by dysregulated host response to infection, poses sig...

Apr 2026 41649833
A Machine Learning-Based Model for Individualized Prediction of Vancomycin Concentration-Time Curves in ICU Patients.

Therapeutic drug monitoring is essential for ensuring the efficacy and safety of vancomycin therapy ...

Apr 2026 41803667
DILIConsult: A Multi-Agent Large Language Model Framework for Evaluating Drug-Induced Liver Injury in ICU Settings.

BACKGROUND: Large language models (LLMs) can support clinical decision-making by parsing databases a...

(1)
Apr 2026 41826786
Predicting ventilation from single breathing phase non-contrast CT using Swin Transformers.

BACKGROUND: Pulmonary ventilation imaging enables functional avoidance radiotherapy treatment plans ...

Apr 2026 41881558
Artificial intelligence in intensive care units: a scoping review addressing the translational gap to clinical practice.

BACKGROUND: Critically ill patients generate large volumes of complex data, creating challenges for ...

Mar 2026 41913474
Artificial intelligence in extracorporeal technology: Current applications and future directions-A narrative review.

Artificial intelligence (AI) has rapidly emerged as a transformative force across multiple scientifi...

Mar 2026 41914776
A Systematic Review and Meta-analysis of Externally Validated Epic Clinical Decision Support Tools.

BACKGROUND: Clinical Decision Support (CDS) tools integrated with Electronic Health Records increasi...

Mar 2026 41917292
Using machine learning algorithms to predict MACE in peritoneal dialysis patients.

The study aimed to predict the risks of Major adverse cardiac events (MACE) in patients undergoing p...

Mar 2026 41912643
Use of Artificial Intelligence to Predict Outcomes in Critically Ill Patients Receiving Extracorporeal Membrane Oxygenation: A Systematic Review.

Extracorporeal membrane oxygenation (ECMO) is widely used in patients with severe cardiac or respira...

Mar 2026 42049546
Extraction of distant recurrence sites for breast cancer patients from free-text clinical notes using large language models.

OBJECTIVES: Accurate documentation of distant recurrence sites in breast cancer is essential for eva...

Mar 2026 41911958
Automated Echocardiographic Detection of Congenital Heart Disease Using Artificial Intelligence.

BACKGROUND: Delayed or missed diagnosis of congenital heart disease (CHD) contributes to excess pedi...

Mar 2026 41902792
A study of large language models for patient information extraction: Model architecture, fine-tuning strategy, and multi-task instruction tuning.

BACKGROUND: Natural language processing (NLP) is a key technology to extract patient information fro...

Mar 2026 41905520
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