Author

Jacob I. Evarts

University of WashingtonORCID 0000-0002-6048-3310Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:scRNA-seq· 1

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Jason Y. CainiD· 1 shared Jessica S. YuiD· 1 shared Neda BagheriiD· 1 shared

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2024-2024 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperSystems Biology

Jason Y. CainORCID

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1 paper

Recent·Most cited

Systems BiologyBioinformaticsPeer-reviewedMar 1, 2024

Incorporating temporal information during featureengineering bolsters emulation of spatio-temporalemergence

Jason Y. Cain, Jacob I. Evarts, Jessica S. Yu, Neda Bagheri

The paper improves machine learning emulation of a tumor microenvironment model by incorporating temporal information from intermediate simulation states, enhancing predictive performance.

DOI 10.1093/bioinformatics/btae131

scRNA-seqdeep learning