Infectious Disease

Bacterial Infection

Latest AI and machine learning research in bacterial infection for healthcare professionals.

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Showing 337-357 of 7,685 articles
Explainable machine learning model for predicting short-term outcomes in sepsis- induced coagulopathy.

BACKGROUND: Sepsis-Induced coagulopathy (SIC) is not only a common complication in the development p...

Feb 2026 41639652
Association of lactate-to-albumin ratio with 28-day mortality in elderly sepsis patients: a retrospective MIMIC-IV database analysis.

BACKGROUND: The lactate-to-albumin ratio (LAR) is correlated with mortality in critically ill patien...

Feb 2026 41639792
Mechanistic principles of antimicrobial peptides uncovered by charge density-based machine learning.

Antimicrobial peptides (AMPs) are emerging as potent alternatives to conventional antibiotics, yet t...

Feb 2026 41630602
Compost fermented with thermophilic Bacillaceae reduces heat stress-induced mortality in laying hens through gut microbial modulation.

BACKGROUND: Heat stress (HS) adversely affects poultry health and productivity. Recently, it has bee...

Feb 2026 41634863
A machine learning model for prediction of risk of dementia superimposed on delirium in intensive care patients.

BACKGROUND: The objective of this study was to construct a predictive model using multiple machine l...

Feb 2026 41653830
Causal machine learning with interpretability deciphers the impact of micropollutants and socioeconomic factors on ARGs in Chinese urban drinking water.

The widespread co-occurrence of antibiotic resistance genes (ARGs) with diverse micropollutants in d...

Feb 2026 41638333
Benchmark evaluation of deepseek AI models in antibacterial clinical decision-making for infectious diseases.

BACKGROUND: Antimicrobial resistance (AMR) poses a global threat to public health, though AI models ...

Feb 2026 41629934
Explainable Temporal Inference for Irregular Multivariate Time Series. A Case Study for Early Prediction of Multidrug Resistance.

OBJECTIVE: Many healthcare problems involve complex patient trajectories represented as Multivariate...

Feb 2026 40699965
$\beta $-DARTS++: Bi-Level Regularization for Proxy-Robust Differentiable Architecture Search.

Neural Architecture Search (NAS) has attracted increasing attention in recent years because of its c...

Feb 2026 41032540
Machine learning-driven identification of serotype-independent pneumococcal vaccine candidates using samples from human infection challenge studies.

Identifying conserved, immunogenic proteins that confer protection against Streptococcus pneumoniae ...

Jan 2026 41621114
How ready are we to use artificial intelligence in our fight against Antimicrobial resistance? An ESGAID and EAAS perspective.

INTRODUCTION: Antimicrobial resistance (AMR) remains one of the greatest threats to global health, r...

Jan 2026 41614375
Reviewing the Artificial Intelligence Boost for Accelerating the Development of Novel Antimicrobial Peptides.

Antimicrobial resistance (AMR) is one of the most critical public health threats of the 21st century...

Jan 2026 41614958
Gut microbiome signatures associated with depression and obesity.

UNLABELLED: Depression and obesity are highly comorbid and likely involve common risk factors and pa...

Jan 2026 41615149
Machine Learning Algorithms to Predict Venous Thromboembolism in Patients With Sepsis in the Intensive Care Unit: Multicenter Retrospective Study.

BACKGROUND: Venous thromboembolism (VTE) is a common and severe complication in intensive care unit ...

Jan 2026 41617215
Childhood dyslexia risk elevated by heavy metal mixtures from e-waste: A machine learning-driven mixture modeling study.

Environmental heavy metal mixtures from informal e-waste recycling are potential neurotoxicants, but...

Jan 2026 41617043
Agri-vision Bangladesh: A multi-crop augmented image dataset for automated disease diagnosis in Bottle Gourd, Zucchini, Papaya, and Tomato.

This article introduces Agri-Vision Bangladesh, a comprehensive, augmented image dataset designed to...

Jan 2026 41704496
AI-Driven nanofiber platforms for essential oil delivery in dry period cows: a sustainable strategy against mastitis and antimicrobial resistance.

The routine utilisation of prophylactic antibiotics in dairy cows during the dry period has been dem...

Jan 2026 41619991
Motion as a Language: Transformer-Based Classification of Antimicrobial Peptide Conformational Dynamics.

Antimicrobial peptides (AMPs) represent a promising alternative to traditional antibiotics against w...

Jan 2026 41609302
A tri-omics and machine learning framework identifies prognostic biomarkers and metabolic signatures in sepsis.

Sepsis is a complex systemic inflammatory syndrome that currently lacks stable and specific biomarke...

Jan 2026 41611834
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