Author

Ivan V. Ozerov

Johns Hopkins UniversityORCID 0000-0001-8997-2428Unclaimed 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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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Alex A. ZhavoronkoviD· 1 shared Alexander M. AliperiD· 1 shared Artem V. ArtemoviD· 1 shared Eugene LaneiD· 1 shared Quentin VanhaeleniD· 1 shared

Activity by Year

2016-2016 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Alex A. ZhavoronkovORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintDec 29, 2016

Integrated deep learned transcriptomic and structure-based predictor of clinical trials outcomes

Artem V. Artemov, Eugene Lane, Quentin Vanhaelen…·Alex A. Zhavoronkov

The paper develops a deep learning pipeline to predict clinical trial outcomes using transcriptomic data, achieving 83% cross-validated accuracy and outperforming gene-based classifiers.

40 citations

bulk RNA-seqdeep learning

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