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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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Vydáno v:BMC Bioinformatics
Hlavní autoři: Kristianingsih, Ruth, MacLean, Dan
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8285798/
https://ncbi.nlm.nih.gov/pubmed/34273967
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-04293-3
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