AIMC Topic: Respiratory Syncytial Virus Infections

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Using machine learning to forecast peak health care service demand in real-time during the 2022-23 winter season: A pilot in England, UK.

PloS one Jan 27, 2025
During winter months, there is increased pressure on health care systems in temperature climates due to seasonal increases in respiratory illnesses. Providing real-time short-term forecasts of the demand for health care services helps managers plan t...
Emergency Service, Hospital Seasons Humans Respiratory Syncytial Virus Infections Machine Learning England Child, Preschool Forecasting Infant Health Services Needs and Demand Pilot Projects
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AVP-GPT2: A Transformer-Powered Platform for De Novo Generation, Screening, and Explanation of Antiviral Peptides.

Viruses Dec 25, 2024
Human respiratory syncytial virus (RSV) remains a significant global health threat, particularly for vulnerable populations. Despite extensive research, effective antiviral therapies are still limited. To address this urgent need, we present AVP-GPT2...
Humans Peptides Drug Discovery Drug Evaluation, Preclinical Deep Learning Respiratory Syncytial Virus Infections Antiviral Agents Respiratory Syncytial Virus, Human
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CONSTRUCTING A DIAGNOSTIC PREDICTION MODEL TO ESTIMATE THE SEVERE RESPIRATORY SYNCYTIAL VIRUS PNEUMONIA IN CHILDREN BASED ON MACHINE LEARNING.

Shock (Augusta, Ga.) Sep 11, 2024
Background : Severe respiratory syncytial virus (RSV) pneumonia is a leading cause of hospitalization and morbidity in infants and young children. Early identification of severe RSV pneumonia is crucial for timely and effective treatment by pediatric...
Male Infant Child, Preschool Machine Learning Female Respiratory Syncytial Virus Infections Respiratory Syncytial Virus, Human Pneumonia, Viral Humans Neural Networks, Computer
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Respiratory Syncytial Virus Vaccine Design Using Structure-Based Machine-Learning Models.

Viruses May 22, 2024
When designing live-attenuated respiratory syncytial virus (RSV) vaccine candidates, attenuating mutations can be developed through biologic selection or reverse-genetic manipulation and may include point mutations, codon and gene deletions, and geno...
Cell Line Mutation Respiratory Syncytial Virus Infections Respiratory Syncytial Virus, Human Viral Nonstructural Proteins Vaccines, Attenuated Humans Virus Replication Respiratory Syncytial Virus Vaccines Amino Acid Substitution Machine Learning
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RSV Severe Infection Risk Stratification in a French 5-Year Birth Cohort Using Machine-learning.

The Pediatric infectious disease journal May 7, 2024
BACKGROUND: Respiratory syncytial virus (RSV) poses a substantial threat to infants, often leading to challenges in hospital capacity. With recent pharmaceutical developments to be used during the prenatal and perinatal periods aimed at decreasing th...
Respiratory Syncytial Virus Infections Respiratory Syncytial Virus, Human Birth Cohort Infant Severity of Illness Index France Male Risk Assessment Machine Learning Retrospective Studies Female Infant, Newborn Risk Factors Hospitalization Humans
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A quite sensitive fluorescent loop-mediated isothermal amplification for rapid detection of respiratory syncytial virus.

Journal of infection in developing countries Dec 31, 2019
INTRODUCTION: Human respiratory syncytial virus (hRSV) is a common respiratory virus closely related to respiratory tract infection (RTI). Rapid and accurate detection of hRSV is urgently needed to reduce the high morbidity and mortality due to hRSV ...
Molecular Diagnostic Techniques Infant Reverse Transcription Respiratory Syncytial Virus Infections Humans Nucleic Acid Amplification Techniques China Respiratory Syncytial Virus, Human Sensitivity and Specificity Child, Preschool Respiratory Tract Infections
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Transcriptome assists prognosis of disease severity in respiratory syncytial virus infected infants.

Scientific reports Nov 11, 2016
Respiratory syncytial virus (RSV) causes infections that range from common cold to severe lower respiratory tract infection requiring high-level medical care. Prediction of the course of disease in individual patients remains challenging at the first...
Respiratory Syncytial Viruses Respiratory Syncytial Virus Infections Prognosis Bronchiolitis, Viral Female Infant, Newborn Gene Expression Profiling Humans Transcriptome Support Vector Machine Male Infant Severity of Illness Index
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A Knowledge Graph for the Exploration of Human RSV Infection.

Studies in health technology and informatics May 15, 2025
Despite decades of research and disease burden, RSV remains the most common cause of acute lower respiratory tract infection (ALRTI) in infants <2 years of age. New vaccines and an improved long lasting monoclonal antibody have been approved to prote...
Data Mining Humans Respiratory Syncytial Virus Infections Knowledge Bases Computer Graphics
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