Author

Edson Petry

Rutgers New Jersey Medical School

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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Systems Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Braden T GriebeliD· 1 shared David R. ShermaniD· 1 shared Ethan BustadiD· 1 shared Jason H. YangiD· 1 shared Oliver Gu· 1 shared Shuyi MaiD· 1 shared Tige R. RustadiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperSystems Biology

Braden T GriebelORCID

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1 paper

Recent·Most cited

Predicting bacterial fitness in Mycobacterium tuberculosis with transcriptional regulatory network-informed interpretable machine learning

Ethan Bustad, Edson Petry, Oliver Gu, Braden T Griebel, Tige R. Rustad, David R. Sherman, Jason H. Yang, Shuyi Ma

The paper predicts Mtb fitness using a transcription factor activity-based machine learning model trained on RNA-seq data and regulatory network analysis.

Frontiers in Tuberculosis · Apr 2, 2025Peer-reviewedSystems Biology