Infectious Disease

Latest AI and machine learning research in infectious disease for healthcare professionals.

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Enhanced Clearance of HIV-1 Broadly Neutralizing Antibody VRC07-523-LS During Viremia: Influences on Trial Design and Analysis.

Broadly neutralizing antibodies (BNAb) are capable of neutralizing multiple HIV-1 strains through th...

Feb 2026 41591761
A Beginner's Guide to Using DeepVirFinder for Viral Sequence Identification From Metagenomic Datasets.

Identifying viral sequences from metagenomic datasets is critical for investigating their origins, e...

Feb 2026 41609929
Pharmacokinetics and Customized Dosing of Vancomycin in Adult Patients With Hematological Malignancies: Status, Challenges, and Opportunities.

Vancomycin (VAN) remains the first-line treatment for methicillin-resistant, multidrug-resistant gra...

Feb 2026 41618547
Artificial Intelligence Based Tools for Automated Genus-Level Identification of Plant-Parasitic Nematodes.

Early and accurate identification and quantification of plant-parasitic nematodes (PPN) is crucial f...

Feb 2026 41621093
Simulation-based evaluation of ChatGPT for healthcare associated infection surveillance using validated case scenarios.

BACKGROUND: Surveillance for healthcare-associated infections is central to infection prevention but...

Jan 2026 41628673
Multi-omics and machine learning-based profiling of severity signatures in Mycoplasma pneumoniae infection in children.

Mycoplasma pneumoniae pneumonia (MPP) is a common respiratory infection in children; however, the me...

(1)
Jan 2026 41732270
SSG-CAM: enhancing visual interpretability through refined second-order gradients and evolutionary multi-layer fusion.

Class activation mapping (CAM) is key to understanding how convolutional neural networks (CNNs) make...

Jan 2026 41620513
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
Machine learning assisted masking of parasitic signals in Bragg coherent diffraction imaging.

Bragg coherent diffraction imaging (BCDI) is a lens-less technique capable of imaging the strain in ...

Jan 2026 41615683
Exploring variation in research priorities generated by AI tools.

BACKGROUND: Artificial intelligence (AI) tools based on large language models (LLMs) are being incre...

Jan 2026 41612858
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
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 ...

(1)
Jan 2026 41617215
Computational framework and machine learning approach to fractional order soil helminth infections disease model for control mechanism.

Soil-transmitted helminth (STH) infections are exceedingly common, estimated to afflict 1.5 billion ...

Jan 2026 41617773
Leveraging universal and transfer learning models for influenza prediction in Thailand.

Influenza is a major respiratory disease that causes significant morbidity and mortality worldwide. ...

Jan 2026 41617916
Early prediction of colonization by carbapenemase-producing enterobacterales at ICU admission using machine learning.

Colonization by carbapenemase-producing Enterobacterales (CPE) on admission to an intensive care uni...

Jan 2026 41617965
Artificial Intelligence-Based Medical Devices for Diabetic Retinopathy Screening in the European Union.

BACKGROUND: Diabetic retinopathy (DR) remains a leading cause of preventable blindness, yet screenin...

Jan 2026 41618067
IL2Pepscan: a machine learning framework for predicting IL-2 inducing peptides and their identification across global viral proteomes.

Interleukin-2 (IL-2) is a pivotal cytokine involved in regulating immune responses, particularly in ...

Jan 2026 41618087
Predicting antimicrobial resistance in Staphylococcus aureus using machine learning: Insights from a five-year surveillance study.

Staphylococcus aureus is a leading cause of both community- and hospital-acquired infections, and th...

Jan 2026 41633198
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