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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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書誌詳細
出版年:PLoS One
主要な著者: Nandi, Sutanu, Ganguli, Piyali, Sarkar, Ram Rup
フォーマット: Artigo
言語:Inglês
出版事項: Public Library of Science 2020
主題:
オンライン・アクセス: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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