Infectious Disease

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

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Showing 3382-3402 of 10,651 articles
SHASI-ML: a machine learning-based approach for immunogenicity prediction in vaccine development.

INTRODUCTION: Accurate prediction of immunogenic proteins is crucial for vaccine development and und...

Feb 2025 40007603
Web server-based deep learning-driven predictive models for respiratory toxicity of environmental chemicals: Mechanistic insights and interpretability.

Respiratory toxicity of chemicals is a common clinical and environmental health concern. Currently, ...

Feb 2025 39954423
Machine Learning Methods Based on Chest CT for Predicting the Risk of COVID-19-Associated Pulmonary Aspergillosis.

RATIONALE AND OBJECTIVES: To develop and validate a machine learning model based on chest CT and cli...

(1)
Feb 2025 39934077
Exploring the response of bacterial community functions to microplastic features in lake ecosystems through interpretable machine learning.

Microplastics (MPs) are ubiquitous and have various characteristics. However, their impacts on bacte...

(2)
Feb 2025 39938630
Deep Learning for Antimicrobial Peptides: Computational Models and Databases.

Antimicrobial peptides are a promising strategy to combat antimicrobial resistance. However, the exp...

Feb 2025 39927895
Joint Energy-Based Model for Semi-Supervised Respiratory Sound Classification: A Method of Insensitive to Distribution Mismatch.

Semi-supervised learning effectively mitigates the lack of labeled data by introducing extensive unl...

(1)
Feb 2025 39405147
Forecasting Epidemic Spread With Recurrent Graph Gate Fusion Transformers.

Predicting the unprecedented, nonlinear nature of COVID-19 presents a significant public health chal...

(3)
Feb 2025 39475731
RespBERT: A Multi-Site Validation of a Natural Language Processing Algorithm, of Radiology Notes to Identify Acute Respiratory Distress Syndrome (ARDS).

Acute respiratory distress syndrome (ARDS) is a severe organ dysfunction associated with significant...

Feb 2025 40030382
TFinder App: Artificial intelligence to diagnose tick fever agents and assess parasitemia/bacteremia in bovine blood smears.

Due to the importance of diagnosing tick fever (TF) agents and their parasitemia in the field to pro...

(2)
Feb 2025 39938255
Deep Learning Combined with Quantitative Structure‒Activity Relationship Accelerates De Novo Design of Antifungal Peptides.

Novel antifungal drugs that evade resistance are urgently needed for Candida infections. Antifungal ...

(1)
Feb 2025 39921483
A numerical treatment through Bayesian regularization neural network for the chickenpox disease model.

OBJECTIVES: The current research investigations designates the numerical solutions of the chickenpox...

(1)
Feb 2025 39923585
ResGloTBNet: An interpretable deep residual network with global long-range dependency for tuberculosis screening of sputum smear microscopy images.

Tuberculosis is a high-mortality infectious disease. Manual sputum smear microscopy is a common and ...

Feb 2025 40057359
Unsupervised machine learning clustering approach for hospitalized COVID-19 pneumonia patients.

BACKGROUND: Identification of distinct clinical phenotypes of diseases can guide personalized treatm...

Feb 2025 39923003
A prospective real-time transfer learning approach to estimate influenza hospitalizations with limited data.

Accurate, real-time forecasts of influenza hospitalizations would facilitate prospective resource al...

(1)
Feb 2025 39985955
Machine Learning-Based Bioactivity Classification of Natural Products Using LC-MS/MS Metabolomics.

The rediscovery of known drug classes represents a major challenge in natural products drug discover...

Feb 2025 39919314
Artificial intelligence: a useful tool in active tuberculosis screening among vulnerable groups in Romania - advantages and limitations.

INTRODUCTION: Despite advances in diagnostic technologies for tuberculosis (TB), global control of t...

Feb 2025 39991692
Systematic collection, annotation, and pattern analysis of viral vaccines in the VIOLIN vaccine knowledgebase.

BACKGROUND: Viral vaccines have been proven significant in protecting us against viral diseases such...

(2)
Feb 2025 39991713
Initializing a Public Repository for Hosting Benchmark Datasets to Facilitate Machine Learning Model Development in Food Safety.

While there is clear potential for artificial intelligence (AI) and machine learning (ML) models to ...

(2)
Feb 2025 39922312
MSCMamba: Prediction of Antimicrobial Peptide Activity Values by Fusing Multiscale Convolution with Mamba Module.

Antimicrobial peptides (AMPs) have important developmental prospects as potential candidates for nov...

Feb 2025 39915928
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