Critical Care

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

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Subcategories: Sepsis
Showing 64-84 of 5,053 articles
Mini-breaths and vocal-fry-like laryngeal register alleviate respiratory constraints on tokay (Gekko gecko) mating vocalizations.

Geckos are among the few non-avian reptiles that use acoustic signals for territorial defence, mate ...

(1)
Sep 2026 42772768
Beating the heart failure epidemic: can emerging cell therapies deliver what conventional approaches cannot?

INTRODUCTION: Heart failure (HF) is one of the most urgent unmet challenges in cardiovascular medici...

(1)
Sep 2026 42771352
Optimizing Remote Patient Monitoring in Peritoneal Dialysis: a "Less is More" approach to clinical decision support.

INTRODUCTION: Peritoneal dialysis (PD) is a home-based renal replacement therapy designed to preserv...

(2)
Sep 2026 42771563
Hemodiafiltration: Clinical Practice of Today and a Look into the Future.

Hemodiafiltration (HDF) with online production of substitution fluid has emerged as kidney replaceme...

(2)
Sep 2026 42771831
Machine Learning-Based Prognostic Modeling and BAR Trajectory Subphenotyping in Critically Ill Patients with Viral Pneumonia: A Retrospective Cohort Study.

BACKGROUND: Viral infection is a major cause of severe community-acquired pneumonia, yet existing ri...

(2)
Sep 2026 42772466
Development to implementation to evaluation: step-by-step approach to embedding a clinical trial of a machine learning algorithm in the electronic health record.

OBJECTIVE: To describe the implementation process for the Precision Resuscitation with Crystalloids ...

(3)
Sep 2026 42774289
Integrating Transcriptomics and Metabolomics for Clinical Disease Detection: A Critical Review of Emerging Diagnostic Methodologies.

Transcriptomics and metabolomics occupy mechanistically complementary positions in the molecular hie...

(1)
Sep 2026 42765713
An application of random forest regression for predicting healthcare costs using administrative databases.

BACKGROUND: Accurate healthcare cost predictions are essential for health economic decision-making. ...

(1)
Sep 2026 42765931
Machine Learning Using Electroencephalography Predicts Acute Cerebral Injury in the Pediatric ICU.

BACKGROUND AND OBJECTIVES: The objective of this study was to apply and compare machine learning tec...

(2)
Sep 2026 42768269
Uncovering traditional retail location competition with machine learning: The role of urban environments in light-asset and capital-intensive formats.

Understanding spatial competition between retail formats is vital for sustaining urban commercial vi...

(1)
Sep 2026 42766539
Risk of apnoea-related cardiorespiratory instability in preterm infants is modulated by clinical, demographic and dynamic indicators.

BACKGROUND: Apnoea of prematurity is common and may cause desaturation and/or bradycardia. There is ...

(1)
Sep 2026 42763319
Deep learning-derived abdominal adiposity phenotypes and 28-day mortality in sepsis.

BACKGROUND: Body mass index does not distinguish visceral from subcutaneous adiposity, which may hav...

(1)
Sep 2026 42763321
Multimodal Respiratory Event Detection Leveraging Signal Complementarity under Intermittent SpO₂ Loss.

STUDY OBJECTIVES: Current multimodal approaches for automated sleep apnea detection usually assume c...

(1)
Sep 2026 42757871
Development and Validation of a Machine Learning-Based Prediction Model for Postoperative Delirium After Glioma Surgery.

BACKGROUND: Postoperative delirium after glioma surgery is difficult to predict because risk informa...

(1)
Sep 2026 42758328
Clinicians vs. Artificial Intelligence in Predicting 28-Day ICU Mortality: A Vignette Study.

CONTEXT: The surprise question (SQ) is an intuition-based tool for identifying patients who may bene...

Sep 2026 42759901
Artificial Intelligence in Respiratory Medicine: Applications, Methodological Challenges, and Clinical Translation.

Artificial intelligence (AI) is rapidly transforming respiratory medicine by enabling the integratio...

(4)
Sep 2026 42760213
Clinical efficacy of AI-navigated transperineal MRI-TRUS fusion biopsy for prostate cancer diagnosis: A retrospective cohort study.

This study evaluates the clinical efficacy of transperineal 3D image registration combined with AI-e...

(2)
Sep 2026 42760671
Artificial intelligence and machine learning in transplantation surgery care pathway.

Artificial intelligence (AI) and machine learning (ML) are increasingly applied across the transplan...

(3)
Sep 2026 42751007
AI-Based Sepsis Prediction in Hospitalized Adults: Systematic Review, Subgroup Meta-Analysis, and Contextual Analysis of Clinical Burden.

BACKGROUND: Machine learning (ML) and deep learning (DL) models have been developed for earlier reco...

(1)
Sep 2026 42753195
An adjacent-frame Siamese U-Net for markerless angle-agnostic lung tumor tracking from projections in radiotherapy.

BACKGROUND: Respiratory motion and inter-fraction anatomical variations reduce the accuracy of dose ...

(1)
Sep 2026 42753627
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