Author

Ayse Berceste Dincer

University of Washington

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 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Naozumi HiranumaiD· 1 shared Safiye Celik· 1 shared Su‐In LeeiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Naozumi HiranumaORCID

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1 paper

Recent·Most cited

DeepProfile: Deep learning of cancer molecular profiles for precision medicine

Ayse Berceste Dincer, Safiye Celik, Naozumi Hiranuma, Su‐In Lee

DeepProfile trains a variational autoencoder on thousands of unlabeled gene expression samples to learn low-dimensional representations that improve prediction of acute myeloid leukemia drug responses and cancer phenotypes.

bioRxiv · May 26, 2018 · PreprintBioinformatics