Author

Shuman Peng

Simon Fraser University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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:drug response / drug discovery· 1

Frequent Co-Authors

Colin C. CollinsiD· 1 shared Hossein Sharifi-NoghabiiD· 1 shared Martin EsteriD· 1 shared Olga I. ZolotarevaiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Colin C. CollinsORCID

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1 paper

Recent·Most cited

AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics

Hossein Sharifi-Noghabi, Shuman Peng, Olga I. Zolotareva, Colin C. Collins, Martin Ester

AITL improves drug response prediction by addressing input and output space discrepancies between pre-clinical and clinical pharmacogenomics datasets.

Bioinformatics · Jun 6, 2020Peer-reviewedBioinformatics