Author

P. J. Castaldi

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Systems Biology· 1

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

A. Iturralde· 1 shared A. Paul· 1 shared B. C. Jones· 1 shared J. Dy· 1 shared J. Platig· 1 shared J. Vyas· 1 shared R. Anderson· 1 shared S. Karthyk· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperSystems Biology

A. Iturralde

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1 paper

Recent·Most cited

Explainable machine learning reveals an RBP regulatory logic of exon skipping

Y. Raghav, A. Paul, R. Anderson, S. Karthyk, A. Iturralde, J. Vyas, J. Dy, B. C. Jones, P. J. Castaldi, J. Platig

The paper uses explainable machine learning to uncover RBP binding patterns that predict exon skipping and reveals biologically interpretable regulatory logic.

bioRxiv · May 30, 2026 · PreprintSystems Biology