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Accurate plant pathogen effector protein classification ab initio with deepredeff: an ensemble of convolutional neural networks

BACKGROUND: Plant pathogens cause billions of dollars of crop loss every year and are a major threat to global food security. Effector proteins are the tools such pathogens use to infect the cell, predicting effectors de novo from sequence is difficult because of the heterogeneity of the sequences....

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Detalles Bibliográficos
Autores principales: Kristianingsih, Ruth, MacLean, Dan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285798/
https://www.ncbi.nlm.nih.gov/pubmed/34273967
http://dx.doi.org/10.1186/s12859-021-04293-3