Author

J. D. Janizek

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Biology Disciplines

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Cancer Biology· 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 Organism:human· 1

Frequent Co-Authors

A. B. Dincer· 1 shared H. Chen· 1 shared K. Naxerova· 1 shared S. Celik· 1 shared S.-I. Lee· 1 shared W. Chen· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperCancer Biology

A. B. Dincer

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1 paper

Recent·Most cited

Uncovering expression signatures of synergistic drug response using an ensemble of explainable AI models

J. D. Janizek, A. B. Dincer, S. Celik, H. Chen, W. Chen, K. Naxerova, S.-I. Lee

This study uses an ensemble of explainable AI models to uncover expression signatures of synergistic drug response in AML, revealing a hematopoietic differentiation signature as a key factor.

bioRxiv · Oct 6, 2021 · PreprintCancer Biology