Critical Care

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

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Subcategories: Sepsis
Showing 652-672 of 5,053 articles
Association between aspirin use and mortality in critically ill patients with heart failure: a retrospective study using the MIMIC-IV database.

BACKGROUND: Despite the established antithrombotic benefits of aspirin in cardiovascular disease, it...

Apr 2026 41967199
AI preference prediction beyond substituted judgement: enhancing best interest decision-making.

Tracking patient preferences is vital to medical decision-making, but evidence suggests that the sta...

Apr 2026 41965312
Computed tomography in ARDS, from morphological insights to AI-powered multi-modal analysis: a narrative review.

BACKGROUND: Acute respiratory distress syndrome (ARDS) is a critical clinical condition characterize...

(2)
Apr 2026 41965719
Bacterial taxa associated with lung cancer cases in Southeast Asians: a pilot case-control study.

PURPOSE: Lung cancer is the leading cause of cancer-related mortality worldwide, yet its underlying ...

(1)
Apr 2026 41961381
Context-Aware Sentence Classification of Radiology Reports Using Synthetic Data: Development and Validation Study.

BACKGROUND: Automated structuring of radiology reports is essential for data utilization and the dev...

Apr 2026 41961980
Deep learning based automated assessment of end-inspiratory pause maneuver reliability in invasive mechanical ventilation.

OBJECTIVE: Manual end-inspiratory pause maneuvers (EIPM) for plateau pressure (Pplat) measurement su...

Apr 2026 41962572
Consciousness Monitoring and Outcome Prediction Using EEG Connectivity in Severe Traumatic Brain Injury.

Neurological prognostication of patients in post-traumatic coma remains challenging due to the pauci...

Apr 2026 41963278
The landscape of artificial intelligence-enabled medical devices in the EU and the US intended for intensive care units.

Artificial intelligence (AI) is increasingly used in healthcare, yet translation into routine intens...

Apr 2026 41963517
Machine learning for early detection and prediction of sepsis: explainability and key sepsis biomarkers representation-A systematic review.

OBJECTIVE: To systematically review machine learning-based sepsis prediction studies, examining mode...

Apr 2026 41962401
Multicenter validation and updating of the ELDER-ICU model for severity assessment in elderly critical illness.

The ELDER-ICU model, a machine learning tool for predicting in-hospital mortality in critically ill ...

Apr 2026 41957287
An interpretable deep learning framework for predictive modeling of postoperative infections in ICU patients.

A significant proportion of intensive care unit (ICU) patients undergo surgical procedures, and some...

(1)
Apr 2026 41955272
Equiflow: An open-source software package for evaluating changes in cohort composition.

Clinical research studies routinely apply exclusion criteria and data preprocessing steps that can s...

Apr 2026 41950230
Feasibility study of ultrasound-guided, power-assisted needle insertion for hemodialysis cannulation using an innovative, handheld device.

BACKGROUND: Vascular access (VA) for hemodialysis is achieved through arteriovenous fistulas (AVF), ...

(1)
Apr 2026 41947560
NQO1-Mediated Anoikis Resistance and Immune Evasion Define a High-Risk Multi-Omic Subtype for Precision Management of T1 High-Grade Bladder Cancer.

T1 high-grade (T1HG) bladder cancer represents an aggressive subset of non-muscle-invasive bladder c...

(1)
Apr 2026 41945867
Development and external validation of a machine learning model for predicting chronic critical illness in ICU patients with acute pancreatitis.

BACKGROUND: To develop and validate a machine learning (ML) model to assess the risk of chronic crit...

Apr 2026 41947133
A Histone Deacetylase Activity Model for the Discovery and Validation of Sepsis Biomarkers.

INTRODUCTION: Histone deacetylases (HDACs) play critical roles in immune regulation and inflammatory...

Apr 2026 41944108
Predicting public Intensive care unit mortality and hospitalization using Data: An evaluation of Brazil's Largest COVID-19 epidemiological dataset.

OBJECTIVES: To assess the SRAG dataset's potential for modeling COVID-19 mortality and LOS-ICU, iden...

Apr 2026 41946132
Novel deep learning-based optimization framework for the classification of respiratory diseases using lung sound analysis.

Respiratory disease classification using lung sound analysis offers a non-invasive and cost-effectiv...

Apr 2026 41942511
Clinical decision support system for breathlessness.

PURPOSE OF REVIEW: This review summarizes high-level evidence on clinical decision support systems, ...

(1)
Apr 2026 41943924
MoSA-Det: motion state adaptive object detection for sports videos.

Object detection in sports videos serves as a fundamental task for applications such as intelligent ...

Apr 2026 41933033
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