Critical Care

Sepsis

Latest AI and machine learning research in sepsis for healthcare professionals.

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Showing 547-567 of 7,129 articles
SurgWound-Bench: a benchmark for surgical wound diagnosis.

Surgical site infection (SSI) is one of the most common and costly healthcare-associated infections,...

May 2026 42177302
Phenotype discovery and mortality prediction in sepsis-induced myocardial dysfunction: a deep learning and stratified modeling approach.

Sepsis-induced myocardial dysfunction (SIMD) is a common and heterogeneous complication in patients ...

May 2026 42177490
Machine learning identification of maternal inflammatory response and systemic inflammatory response from placental membrane whole slide images.

INTRODUCTION: The placenta forms a critical barrier to infection through pregnancy, labor and, deliv...

May 2026 42202511
Transcriptome and experimental verification identified candidate biomarkers related to mitochondrial metabolism in sepsis-associated encephalopathy.

BACKGROUND: Mitochondrial metabolism (MM) abnormalities have been implicated in multiple diseases, b...

(3)
May 2026 42172235
Environmental Antibiotic Contamination and AMR: Integrating Pathways, Impacts, and AI-Driven Mitigation.

The widespread contamination of the environment with antibiotic residues is a significant factor con...

(2)
May 2026 42172586
Developing and validating a sequence-aware deep learning model for infection risk prediction in home care.

BACKGROUND: Infections are a leading cause of hospitalizations and emergency department (ED) visits ...

May 2026 42172726
An explainable machine learning model for early pediatric sepsis prediction using cytokine and routine laboratory data.

BACKGROUND: Early sepsis diagnosis in children remains challenging due to nonspecific presentations....

May 2026 42174201
Integrating Causal Inference and Agent-Based Modelling to Assess the Impact of Clinicians' Guideline Adherence in Older Adults Hospitalized with Pneumonia.

This study integrates agent-based modeling (ABM) and causal machine learning (ML) to assess the impa...

(2)
May 2026 42174856
Predicting Pediatric Mortality Across Five Intensive Care Units: Toward an Early Warning Using Machine Learning.

Despite the advances in critical care and innovations of medical technology, earlier identification ...

May 2026 42174888
Assessing AI-Based Decision Support in Early Sepsis and AKI Recognition.

Sepsis and acute kidney injury (AKI) remain among the most critical conditions in acute care, associ...

(2)
May 2026 42174890
Interpretable Feature Extraction from Clinical Notes for Sepsis Prediction: Comparing Rule-Based, LLM, and Hybrid Approaches.

Embedding-based approaches integrate clinical notes into sepsis prediction models but produce uninte...

(1)
May 2026 42175001
Precision pharmacology of CNS GPCRs: From biased signaling to translational therapeutics.

G protein-coupled receptors (GPCRs) represent one of the most extensively targeted receptor families...

May 2026 42173424
Optimizing hepatitis C diagnosis through reinforcement learning feature selection and multi-model machine learning evaluation.

Hepatitis C virus (HCV) infection remains a leading cause of liver cirrhosis and hepatocellular carc...

May 2026 42168245
Research on biomarkers screening for urinary tract infection and the prediction model based on machine learning algorithms.

BACKGROUND: Urinary tract infections (UTIs) affect over 1.5 billion people annually, yet systematic ...

May 2026 42163282
Machine Learning-Based Prediction of Central Line-Associated Bloodstream Infection in Children with Acute Leukemia.

Central line-associated bloodstream infection (CLABSI) is a frequent and severe complication in chil...

(1)
May 2026 42167607
Antibiotic therapy in febrile neutropenia in haematological patients: current considerations and future challenges.

The management of febrile neutropenia (FN) in oncohematological patients is undergoing a paradigm sh...

May 2026 42159494
Multimodal data integration to determine viral and innate immune kinetics in human airway epithelium.

Understanding the mechanisms that govern viral spread in human airway epithelium (HAE) remains a maj...

(1)
May 2026 42160356
Artificial intelligence-assisted phenotyping of drug-resistant bacteria using a monosaccharide-based fluorescent sensor array.

Chemical tools capable of effectively phenotyping drug-resistant bacteria can help improve therapeut...

May 2026 42164444
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