Analysis on bird species captured in Ireland from 1980 to 2020 and wild birds that are targeted for the H5N1 strain of avian flu.

Hacking Avian Influenza with python

This data specification harmonizes contextual data to support HPAI monitoring with PHA4GE. It provides standardized, ontology-based fields and terms for comprehensive surveillance. Users can implement it via their preferred tools, including DataHarmonizer. Field and reference guides, along with curation and new term request SOPs, support its use.

FluMut is a command-line tool to find markers of interest in H5N1 avian influenza viruses.

The study focuses on modeling and predicting H5N1 bird flu outbreaks in the United States at the county level, utilizing diverse statistical techniques and machine learning models.