Author

Yang Liu

ORCID 0000-0001-5834-9318Unclaimed ORCID profile · follow to get notified of new preprints

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Yang Liu46 papers · BGI Group (China)

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1

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Colin C. CollinsiD· 1 shared Elai DavicioniiD· 1 shared Hossein Sharifi-NoghabiiD· 1 shared Martin EsteriD· 1 shared Mohammed AlshalalfaiD· 1 shared Nicholas ErhoiD· 1 shared Raunak ShresthaiD· 1 shared

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1 shared paperBioinformatics

Colin C. CollinsORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintFeb 19, 2019

Deep Genomic Signature for early metastasis prediction in prostate cancer

Hossein Sharifi-Noghabi, Yang Liu, Nicholas Erho…·Martin Ester

This study introduces DGS, a method combining denoising autoencoders and transfer learning to predict prostate cancer metastasis using both labelled and unlabelled gene expression data, achieving higher accuracy than existing signatures.

11 citations

humanbulk RNA-seq

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