Using machine learning to determine the time of exposure to infection by a respiratory pathogen

Given an infected host, estimating the time that has elapsed since initial exposure to the pathogen is an important problem in public health. In this paper we use longitudinal gene expression data from human challenge studies of viral respiratory illnesses for building predictive models to estimate...

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Detalles Bibliográficos
Autores principales: Sharma, Kartikay, Aminian, Manuchehr, Ghosh, Tomojit, Liu, Xiaoyu, Kirby, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067823/
https://www.ncbi.nlm.nih.gov/pubmed/37005391
http://dx.doi.org/10.1038/s41598-023-30306-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067823/
https://www.ncbi.nlm.nih.gov/pubmed/37005391
http://dx.doi.org/10.1038/s41598-023-30306-7

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