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Essential gene prediction using limited gene essentiality information–An integrative semi-supervised machine learning strategy

Essential gene prediction helps to find minimal genes indispensable for the survival of any organism. Machine learning (ML) algorithms have been useful for the prediction of gene essentiality. However, currently available ML pipelines perform poorly for organisms with limited experimental data. The...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Nandi, Sutanu, Ganguli, Piyali, Sarkar, Ram Rup
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7703937/
https://ncbi.nlm.nih.gov/pubmed/33253254
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0242943
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