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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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Vydáno v:PLoS One
Hlavní autoři: Nandi, Sutanu, Ganguli, Piyali, Sarkar, Ram Rup
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2020
Témata:
On-line přístup: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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