Refined efficacy estimates of the Sanofi Pasteur dengue vaccine CYD-TDV using machine learning

Autor: I. Dorigatti, C. A. Donnelly, D. J. Laydon, R. Small, N. Jackson, L. Coudeville, N. M. Ferguson
Jazyk: angličtina
Rok vydání: 2018
Předmět:
Zdroj: Nature Communications, Vol 9, Iss 1, Pp 1-9 (2018)
Druh dokumentu: article
ISSN: 2041-1723
DOI: 10.1038/s41467-018-06006-6
Popis: Clinical trials for the CYD-TDV dengue vaccine showed that vaccine efficacy varies with prior dengue exposure, but baseline serostatus is only known for 12% of subjects. Here, Dorigatti et al. use machine learning to impute baseline serostatus and determine vaccine efficacy by baseline serostatus, age and dengue serotype.
Databáze: Directory of Open Access Journals