Author

Renming Liu

ORCID 0000-0002-2863-086XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Anna YannakopoulosiD· 1 shared Arjun KrishnaniD· 1 shared Christopher A MancusoiD· 1 shared Kayla A JohnsoniD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Anna YannakopoulosORCID

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1 paper

Recent·Most cited

Supervised-learning is an accurate method for network-based gene classification

Renming Liu, Christopher A Mancuso, Anna Yannakopoulos, Kayla A Johnson, Arjun Krishnan

This study benchmarks supervised-learning for network-based gene classification, showing it outperforms label-propagation and node-embeddings in accuracy.

Bioinformatics · Feb 27, 2020Peer-reviewedBioinformatics