Author

Michael Qi Ding

University of PittsburghORCID 0000-0001-8306-6379Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Approach:variational autoencoder· 1

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Xinghua LuiD· 1 shared Yifan XueiD· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperBioinformatics

Xinghua LuORCID

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1 paper

Recent·Most cited

Bioinformaticsnpj Systems Biology and ApplicationsPeer-reviewedNov 6, 2020

Learning to Encode Cellular Responses to Systematic Perturbations with Deep Generative Models

Yifan Xue, Michael Qi Ding, Xinghua Lu

This study uses deep generative models to learn representations of transcriptomic data from cells under various perturbations, revealing relationships between perturbagens and drug-target mappings.

14 citations

bulk RNA-seqdeep learning

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