Author

Mingxi Cheng

University of Southern CaliforniaORCID 0000-0002-8070-6665Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:host-pathogen & immune response· 1 Approach:machine learning (classical)· 1 Organism:plant (other)· 1

Frequent Co-Authors

David E. CookiD· 1 shared Jayson SiaiD· 1 shared Paul BogdaniD· 1 shared Wei ZhangiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperPlant Biology

David E. CookORCID

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1 paper

Recent·Most cited

Plant BiologyNew PhytologistPeer-reviewedNov 21, 2024

Machine learning general transcriptional predictors of plant disease

Jayson Sia, Wei Zhang, Mingxi Cheng…·David E. Cook

This study uses machine learning to predict plant disease development across diverse pathogens by analyzing early transcriptional responses, identifying novel genes involved in a general immune response.

22 citationstop 5%

plant (other)bulk RNA-seq

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