Výsledky vyhledávání - "Ninotchka Valdez"

Vaxign2: the second generation of the first Web-based vaccine design program using reverse vaccinology and machine learning

Autor: Ninotchka Valdez, Meenakshi Seetharaman, Mei U Wong, Edison Ong, Yongqun He, Michael F Cooke, Haihe Wang, Anthony Huffman, Zuoshuang Xiang

Publikováno v: Nucleic Acids Research

Vaccination is one of the most significant inventions in medicine. Reverse vaccinology (RV) is a state-of-the-art technique to predict vaccine candidates from pathogen's genome(s). To promote vaccine development, we updated Vaxign2, the first web-bas

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::820792d516ff04c16fa9e71bee76058b
https://doi.org/10.1093/nar/gkab279

Zobrazit plný text záznamu

Vaxign-ML: supervised machine learning reverse vaccinology model for improved prediction of bacterial protective antigens

Autor: Ninotchka Valdez, Meenakshi Seetharaman, Mei U Wong, Haihe Wang, Yongqun He, Edison Ong

Publikováno v: Bioinformatics

Motivation Reverse vaccinology (RV) is a milestone in rational vaccine design, and machine learning (ML) has been applied to enhance the accuracy of RV prediction. However, ML-based RV still faces challenges in prediction accuracy and program accessi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::702b608f449a292f12c5d72fd197d8ae
https://doi.org/10.1093/bioinformatics/btaa119

Zobrazit plný text záznamu

Vyhledávací nástroje:

Upřesnit hledání