Infectious Disease

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

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A Machine Learning-Based Dynamic SST Index for Long-Lead Malaria Prediction in the Peruvian Amazon.

Malaria imposes a major health burden in the Peruvian Amazon, and its early warning is essential for...

Jan 2026 41550461
Prognostic Significance of Computed Tomography Severity Score for Machine Learning Prediction of Intensive Care Unit Admission in COVID-19 Patients.

OBJECTIVE: The computed tomography-severity score (CT-SS) quantifies the severity of pulmonary invol...

Jan 2026 41536171
A Deep Representation Learning Method for Quantitative Immune Defense Function Evaluation and Its Clinical Applications.

The immune defense function protecting the body from invasive pathogens is a key indicator of an ind...

(1)
Jan 2026 41536212
Machine learning-based typing of Clostridium botulinum group III by FT-IR spectroscopy.

This study aimed to investigate the utility of Fourier-Transform Infrared Spectroscopy (FT-IRS) for ...

Jan 2026 41537581
Future Prospects for Using Clinical Phenotypes in Tuberculosis Precision Medicine-An Approach for Clinical Management.

Developing shorter treatment regimens for tuberculosis requires careful characterization of the clin...

Jan 2026 41537599
A Comparative Study of Machine Learning Models for Identification of Antiviral Peptides Using Various Encoded Features.

Viruses are a significant threat to human life, as demonstrated by the global COVID-19 pandemic and ...

Jan 2026 41538353
Caries Microbiome: time to move from blame to balance.

BACKGROUND: Advances in next-generation sequencing(NGS) and multi-omics approaches reinforced the co...

Jan 2026 41538368
Identification of molecular compounds targeting bacterial propionate metabolism with topological machine learning.

This study demonstrates the transformative potential of machine learning in drug discovery by integr...

Jan 2026 41544343
Complex Interactions Between Stress, Nutrition, Gut Microbiota, and Infectious Diseases and Their Impact on Health in Global Conflicts: A Narrative Review.

Following the global recovery from the COVID-19 pandemic, wars and conflicts have escalated to level...

(5)
Jan 2026 41547457
TCR representation learning with protein language models: a comprehensive review.

The T-cell receptor (TCR) repertoire is a valuable source of information that reflects an individual...

(1)
Jan 2026 40855636
Artificial intelligence in the diagnosis and prognosis of pediatric bacterial pneumonia: current advances and challenges.

PURPOSE OF REVIEW: The clinical presentation of pediatric bacterial pneumonia often overlaps with th...

Jan 2026 41531344
Identification of Risk Factors and Development of Machine Learning Prediction Models for Inpatient Calcium Pyrophosphate Deposition Disease Flares.

OBJECTIVE: The risk factors for inpatient calcium pyrophosphate deposition disease (CPPD) flares rem...

Jan 2026 41532324
AI-Based D-Amino Acid Substitution for Optimizing Antimicrobial Peptides to Treat Multidrug-Resistant Bacterial Infection.

D-amino acid substitution provides an effective strategy for optimizing antimicrobial peptides (AMPs...

Jan 2026 41532671
Plasma proteomics biomarkers for predicting anti-tuberculosis drug-induced liver injury: A comprehensive assessment.

AIMS: This study aims to identify predictive plasma protein biomarkers for anti-tuberculosis drug-in...

Jan 2026 41534953
Digital CRISPR-based diagnostics for quantification of Candida auris and resistance mutations.

Candida auris, an increasingly prevalent fungal pathogen, requires both rapid identification and ant...

(1)
Jan 2026 41535388
Integrating deep-learning methods and web-based data sources for surveillance, forecasting and early warning of avian influenza.

Highly pathogenic avian influenza (HPAI), especially the H5N1 subtype has caused repeated global out...

Jan 2026 41538069
Machine learning reveals sequence and methylation determinants of SaCas9-PAM interactions in bacteria.

Cas9 nucleases defend bacteria against invading DNA and can be used with single guide RNAs (sgRNAs) ...

(1)
Jan 2026 41538317
Intrinsically disordered proteins and liquid-liquid phase separation in drug discovery.

Intrinsically disordered proteins (IDPs) and their involvement in liquid-liquid phase separation (LL...

Jan 2026 41544898
Dbert2_LR: A deep learning-based model for predicting cis-regulatory elements in crops.

Cis-regulatory elements (CREs) are key determinants of gene expression underlying complex agronomic ...

Jan 2026 41544987
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