Infectious Disease

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

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Showing 2311-2331 of 10,645 articles
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
Fairness Correction in COVID-19 Predictive Models Using Demographic Optimization: Algorithm Development and Validation Study.

BACKGROUND: COVID-19 forecasting models have been used to inform decision-making around resource all...

Feb 2026 41632023
Evaluation of an Artificial Intelligence Conversational Chatbot to Enhance HIV Preexposure Prophylaxis Uptake: Development and Usability Internal Testing.

BACKGROUND: The HIV epidemic in the United States disproportionately impacts gay, bisexual, and othe...

(1)
Feb 2026 41632955
Predicting genetic evolution of viruses to identify suitable vaccines using artificial intelligence.

The evolution of the viruses is rapidly becoming a global challenge to the creation of vaccines sinc...

Feb 2026 41634057
Machine Learning Models for Predicting Stroke-Associated Pneumonia: A Systematic Review and Meta-Analysis.

Stroke-associated pneumonia (SAP) is a frequent and severe complication following stroke. Recently, ...

(1)
Feb 2026 41634499
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
Open-surface digital ELISA enabled by magnetic trapping and deep learning for rapid and highly sensitive detection of African swine fever.

African swine fever (ASF), a highly fatal and contagious animal disease caused by ASF virus, leads t...

Feb 2026 41650557
A computational approach for classification of HIV drug resistance based on the self-consistent extreme classifier.

BACKGROUND AND OBJECTIVES: The development of viral resistance can significantly reduce the effectiv...

(1)
Feb 2026 41671705
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
Forecasting Local Surges in COVID-19 Hospitalizations through Adaptive Decision Tree Classifiers.

IntroductionDuring the COVID-19 pandemic, many communities across the United States experienced surg...

(1)
Feb 2026 41626707
Modeling Zero-Dose Children in Ethiopia: A Machine Learning Perspective on Model Performance and Predictor Variables.

BACKGROUND: Despite progress in childhood vaccination, many children in low- and middle-income count...

Feb 2026 41628354
Thermodynamic uncertainty relation constraints information transmission through cell signaling systems.

Biological systems in general operates out of equilibrium which demands the requirement for constant...

Feb 2026 41628569
AIR-LEISH: A Dataset of Giemsa-Stained Microscopy Images for AI-based Leishmania amastigotes Detection.

Leishmaniases is a parasitic disease caused by the Leishmania parasite, transmitted by sandflies, af...

Feb 2026 41629315
Model-free prognostication of non-linear time series.

OBJECTIVE: The COVID-19 pandemic has highlighted the importance of studying the course of infectious...

Feb 2026 41628232
Distinct serum metabolic profiles with supportive diagnostic value in differentiating tuberculosis and Mycobacterium avium complex pulmonary disease.

BACKGROUND: Pulmonary infectious diseases caused by Mycobacterium species, including Mycobacterium t...

(1)
Feb 2026 41650583
ME-PFP: An Ensemble Learning Approach Fusing Multi-Source Features for Protein Function Prediction.

Proteins, as essential components of living organisms, play a critical role in both drug discovery a...

(2)
Feb 2026 41621032
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
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