Author

Jayson Sia

University of Southern CaliforniaORCID 0000-0002-5790-2801Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Plant Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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 Mingxi ChengiD· 1 shared Paul BogdaniD· 1 shared Wei ZhangiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperPlant Biology

David E. CookORCID

Mutual co-authors in cluster

Author profile →

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

𝕏 PostBluesky