Author

Edward W Huang

University of Illinois Urbana-ChampaignORCID 0000-0002-4461-8545Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Ameya BhopeiD· 1 shared Amin EmadiD· 1 shared Jing Lim· 1 shared Saurabh SinhaiD· 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

Ameya BhopeORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedJan 22, 2020

Tissue-guided LASSO for prediction of clinical drug response using preclinical samples

Edward W Huang, Ameya Bhope, Jing Lim…·Amin Emad

This paper evaluates machine learning algorithms for predicting clinical drug response using preclinical samples and introduces TG-LASSO, which improves prediction accuracy for 7 out of 13 drugs.

47 citations

humanbulk RNA-seq

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