Incorporating Virus Sequences

Lab
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Project Description

The influenza vaccine changes every 1-2 years. While we can separately model each vaccine, we would like to train a model on the combined data from all prior studies. Our current approach describes each virus according to its interactions with antibodies. By adding sequence information, we will develop a single unified model that can predict all past vaccines and explore the space of potential future vaccines.