AIMC Topic: Influenza, Human

Clear Filters Showing 11 to 20 of 83 articles

Discovery of TRPV4-Targeting Small Molecules with Anti-Influenza Effects Through Machine Learning and Experimental Validation.

International journal of molecular sciences Feb 6, 2025
Transient receptor potential vanilloid 4 (TRPV4) is a calcium-permeable cation channel critical for maintaining intracellular Ca homeostasis and is essential in regulating immune responses, metabolic processes, and signal transduction. Recent studies...
Animals Molecular Docking Simulation Drug Discovery Influenza A virus Humans Machine Learning Influenza, Human TRPV Cation Channels Small Molecule Libraries Antiviral Agents Orthomyxoviridae Infections Mice
View on PubMed DOI

Leveraging deep-learning and unconventional data for real-time surveillance, forecasting, and early warning of respiratory pathogens outbreak.

Artificial intelligence in medicine Feb 1, 2025
BACKGROUND: Controlling re-emerging outbreaks such as COVID-19 is a critical concern to global health. Disease forecasting solutions are extremely beneficial to public health emergency management. This work aims to design and deploy a framework for r...
Influenza, Human Coronavirus Infections Pneumonia, Viral Disease Outbreaks Deep Learning Canada Humans Neural Networks, Computer Pandemics COVID-19 Forecasting SARS-CoV-2
View on PubMed DOI

A novel graph neural network based approach for influenza-like illness nowcasting: exploring the interplay of temporal, geographical, and functional spatial features.

BMC public health Feb 1, 2025
BACKGROUND: Accurate and timely monitoring of influenza prevalence is essential for effective healthcare interventions. This study proposes a graph neural network (GNN)-based method to address the issue of cross-regional connectivity in predicting in...
Disease Outbreaks Spatio-Temporal Analysis Influenza, Human Humans Graph Neural Networks Neural Networks, Computer Forecasting
View on PubMed DOI

Artificial intelligence in respiratory pandemics-ready for disease X? A scoping review.

European radiology Nov 21, 2024
OBJECTIVES: This study aims to identify repeated previous shortcomings in medical imaging data collection, curation, and AI-based analysis during the early phase of respiratory pandemics. Based on the results, it seeks to highlight essential steps fo...
SARS-CoV-2 Influenza, Human Influenza A Virus, H1N1 Subtype Pandemics COVID-19 Tomography, X-Ray Computed Severe Acute Respiratory Syndrome Humans Artificial Intelligence
View on PubMed DOI

FluPMT: Prediction of Predominant Strains of Influenza A Viruses via Multi-Task Learning.

IEEE/ACM transactions on computational biology and bioinformatics Oct 9, 2024
Seasonal influenza vaccines play a crucial role in saving numerous lives annually. However, the constant evolution of the influenza A virus necessitates frequent vaccine updates to ensure its ongoing effectiveness. The decision to develop a new vacci...
Evolution, Molecular Influenza, Human Influenza Vaccines Hemagglutinin Glycoproteins, Influenza Virus Algorithms Influenza A virus Computational Biology Humans Machine Learning
View on PubMed DOI

Development, study, and comparison of models of cross-immunity to the influenza virus using statistical methods and machine learning.

Voprosy virusologii Sep 26, 2024
INTRODUCTION: The World Health Organization considers the values of antibody titers in the hemagglutination inhibition assay as one of the most important criteria for assessing successful vaccination. Mathematical modeling of cross-immunity allows fo...
Hemagglutination Inhibition Tests Machine Learning Antibodies, Viral Vaccination Humans Influenza, Human Influenza Vaccines Cross Reactions Seasons
View on PubMed DOI

Integrated epigenomic exposure signature discovery.

Epigenomics Sep 3, 2024
The epigenome influences gene regulation and phenotypes in response to exposures. Epigenome assessment can determine exposure history aiding in diagnosis. Here we developed and implemented a machine learning algorithm, the exposure signature discove...
HIV Infections Algorithms Bacillus anthracis Epigenesis, Genetic SARS-CoV-2 Humans Influenza A Virus, H3N2 Subtype Staphylococcus aureus Epigenomics Transcriptome Machine Learning Influenza, Human COVID-19 Epigenome
View on PubMed DOI

Estimating epidemic trajectories of SARS-CoV-2 and influenza A virus based on wastewater monitoring and a novel machine learning algorithm.

The Science of the total environment Aug 27, 2024
The COVID-19 pandemic has altered the circulation of non-SARS-CoV-2 respiratory viruses. In this study, we carried out wastewater surveillance of SARS-CoV-2 and influenza A virus (IAV) in three key port cities in China through real-time quantitative ...
Influenza, Human Seasons Wastewater-Based Epidemiological Monitoring Influenza A virus China Real-Time Polymerase Chain Reaction Machine Learning Algorithms SARS-CoV-2 Humans
View on PubMed DOI

Forecasting and analyzing influenza activity in Hebei Province, China, using a CNN-LSTM hybrid model.

BMC public health Aug 12, 2024
BACKGROUND: Influenza, an acute infectious respiratory disease, presents a significant global health challenge. Accurate prediction of influenza activity is crucial for reducing its impact. Therefore, this study seeks to develop a hybrid Convolution ...
Humans Neural Networks, Computer Forecasting Influenza, Human Sentinel Surveillance Retrospective Studies Deep Learning China
View on PubMed DOI

Seasonal antigenic prediction of influenza A H3N2 using machine learning.

Nature communications May 7, 2024
Antigenic characterization of circulating influenza A virus (IAV) isolates is routinely assessed by using the hemagglutination inhibition (HI) assays for surveillance purposes. It is also used to determine the need for annual influenza vaccine update...
Machine Learning Influenza, Human Seasons Humans Influenza Vaccines Antigenic Variation Hemagglutinin Glycoproteins, Influenza Virus Antigens, Viral Hemagglutination Inhibition Tests Influenza A Virus, H3N2 Subtype
View on PubMed DOI
Popular Topics
Recent Journals