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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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Bibliografske podrobnosti
izdano v:PLoS One
Main Authors: Nandi, Sutanu, Ganguli, Piyali, Sarkar, Ram Rup
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2020
Teme:
Online dostop: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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