AIMC Topic: Metapneumovirus

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Deep learning approach for automated hMPV classification.

Scientific reports Aug 8, 2025
Human metapneumovirus (hMPV) is a significant cause of respiratory illness, particularly in children, elderly individuals, and immunocompromised patients. Despite its clinical relevance, hMPV poses diagnostic challenges due to its symptom similarity ...
Humans Neural Networks, Computer Deep Learning Metapneumovirus Paramyxoviridae Infections
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Public concerns about human metapneumovirus: insights from Google search trends, X social networks, and web news mining to enhance public health communication.

BMC public health Aug 5, 2025
The respiratory virus known as human metapneumovirus (hMPV) is linked to seasonal outbreaks and primarily affects elderly people and young children. Infodemiology, which uses digital data sources, including social media, online news, and search trend...
Humans Public Health Disease Outbreaks Health Communication Social Media Internet Data Mining Public Opinion Search Engine Metapneumovirus Paramyxoviridae Infections
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PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses.

Scientific reports Feb 5, 2021
Viral co-infections occur in COVID-19 patients, potentially impacting disease progression and severity. However, there is currently no dedicated method to identify viral co-infections in patient RNA-seq data. We developed PACIFIC, a deep-learning alg...
Humans Neural Networks, Computer COVID-19 SARS-CoV-2 Sensitivity and Specificity Deep Learning RNA-Seq Coinfection COVID-19 Testing Orthomyxoviridae RNA Viruses RNA Virus Infections Coronaviridae Metapneumovirus Rhinovirus
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