Critical Care

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

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Subcategories: Sepsis
Showing 190-210 of 5,053 articles
Artificial Intelligence, Machine Learning, and Multi-Omics Biomarker Discovery in Ectopic Pregnancy: A Comprehensive Review.

BACKGROUND: Ectopic pregnancy is a major cause of first-trimester maternal morbidity and mortality, ...

(1)
Aug 2026 42574270
Automated Features, Algorithms, and Technologies of Electronic Early Warning/Track-and-Trigger Systems: Systematic Review.

BACKGROUND: Electronic early warning/track-and-trigger systems (EW/TTS) are crucial for patient moni...

(1)
Aug 2026 42574739
TempoSafe-CVS: A Temporal Multi-scale Deep Learning Framework for Automated Assessment of the Critical View of Safety in Laparoscopic Cholecystectomy.

Accurate assessment of the critical view of safety (CVS) is essential for preventing bile duct injur...

(1)
Aug 2026 42576121
Large language models in respiratory care: safety and clinical integration.

BACKGROUND: Large language models (LLMs) are rapidly entering respiratory medicine workflows. Their ...

(2)
Aug 2026 42577758
Surface-enhanced Raman scattering for the diagnosis of respiratory viruses.

Surface-enhanced Raman scattering (SERS) has become a promising tool for rapid and sensitive respira...

(2)
Aug 2026 42565721
Privacy-Preserving Framework for Multi-Institutional Medical Time-Series Analysis via Homomorphic Encryption: Design and Development Study.

BACKGROUND: The development of robust medical AI for knowledge discovery and decision support common...

(1)
Aug 2026 42566746
Calibration-Free Estimation of Cerebrovascular Reactivity From Resting-State BOLD fMRI Using Reconstructed Respiratory Fluctuations.

PURPOSE: Cerebrovascular reactivity (CVR) provides an important index of vascular health and is conv...

(1)
Aug 2026 42557915
Identifying GADD45A as a potential R-loop regulator in sepsis via machine-learning and multi-omics analysis.

BACKGROUND: Sepsis is a life-threatening syndrome characterized by dysregulated immune responses, wh...

(1)
Aug 2026 42560974
Interpretable Machine Learning Models for Mortality Prediction in Critically Ill Patients with Intra-Aortic Balloon Pump Therapy: Development and Evaluation.

BACKGROUND: This study aims to develop and validate predictive models to assess mortality risk among...

(1)
Aug 2026 42562666
Admission photoplethysmography-based mortality prediction in hospitalized Ugandan children with suspected or confirmed infection: A feasibility study.

Sepsis remains a major cause of preventable pediatric hospital deaths in developing countries, with ...

(1)
Aug 2026 42560980
Point-of-care detection for respiratory diseases: From samples and biomarkers to principles and applications.

Early screening can significantly reduce the severe morbidity and mortality of respiratory diseases ...

(1)
Aug 2026 42556039
Paediatric respiratory sound classification by integrating local feature extraction and global context modeling.

BACKGROUND AND OBJECTIVE: Automated respiratory sound classification based on deep learning is criti...

(1)
Aug 2026 42556415
Classification of patient-ventilator asynchronies, development of an updated conceptual framework: Scoping review.

PURPOSE: Patient-ventilator asynchrony (PVA), a mismatch between a patient's respiratory effort and ...

(1)
Aug 2026 42556746
Explainable artificial intelligence in ICU admission prediction for methanol poisoning patients: a comparative study of deep and machine learning models.

BACKGROUND: Methanol poisoning poses significant challenges due to its rapid progression and high mo...

(1)
Aug 2026 42552520
Development and external validation of a multimodal artificial intelligence mortality prediction model of critically ill patients using multicenter data.

BACKGROUND: Early prediction of in-hospital mortality in critically ill patients can aid clinicians ...

(1)
Aug 2026 42549798
Enhancing pediatric cardiac auscultation with data-driven murmur detection: toward tele-consultation applications.

BACKGROUND: Pediatric cardiac tele-auscultation is often limited by poor signal quality due to respi...

(1)
Aug 2026 42547842
From Synthesis to Failure: In Situ Characterization of Lithium-Ion Battery Cathodes.

Developing high-performance, long-life lithium-ion batteries requires an in-depth understanding of c...

(2)
Aug 2026 42544691
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