Antimicrobial resistance genetic factor identification from whole-genome sequence data using deep feature selection

Abstract Background Antimicrobial resistance (AMR) is a major threat to global public health because it makes standard treatments ineffective and contributes to the spread of infections. It is important to understand AMR’s biological mechanisms for the development of new drugs and more rapid and acc...

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Detalhes bibliográficos

Principais autores:	Jinhong Shi, Yan Yan, Matthew G. Links, Longhai Li, Jo-Anne R. Dillon, Michael Horsch, Anthony Kusalik
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2019-12-01
coleção:	BMC Bioinformatics
Assuntos:	SNP Antimicrobial resistance Feature selection Deep neural network Neisseria gonorrhoeae
Acesso em linha:	https://doi.org/10.1186/s12859-019-3054-4
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