Author

Mark Lee

Simon Fraser UniversityPrimary ORCID profile (0000-0003-0660-7359 · 2 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Mark LeeiD2 papers · University of Maryland, Baltimore County

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

Hossein Sharifi-NoghabiiD· 1 shared Jialin Lu· 1 shared Martin EsteriD· 1 shared Olga I. ZolotarevaiD· 1 shared Oliver SnowiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Hossein Sharifi-NoghabiORCID

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1 paper

Recent·Most cited

BDKANN - Biological Domain Knowledge-based Artificial Neural Network for drug response prediction

Oliver Snow, Hossein Sharifi-Noghabi, Jialin Lu, Olga I. Zolotareva, Mark Lee, Martin Ester

This paper introduces BDKANN, a neural network using biological knowledge to predict cancer drug response from gene expression data, achieving low error and interpretable results.

bioRxiv · May 2, 2020 · PreprintBioinformatics