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Understanding the host-pathogen evolutionary balance through Gaussian process modeling of SARS-CoV-2
We have developed a machine learning (ML) approach using Gaussian process (GP)-based spatial covariance (SCV) to track the impact of spatial-temporal mutational events driving host-pathogen balance in biology. We show how SCV can be applied to understanding the response of evolving covariant relatio...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10436005/ https://www.ncbi.nlm.nih.gov/pubmed/37602209 http://dx.doi.org/10.1016/j.patter.2023.100800 |