Author

Saniya Kate

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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Bioinformatics· 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

Kedar Shashikant JoshiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

Subcellular Localization Constrains Protein Detectability and Reveals Systematic RNA-Protein Discordance Across Cancers

Kedar Shashikant Joshi, Saniya Kate

The paper develops a machine learning model to predict protein detectability from RNA expression and subcellular localization across cancers, finding significant improvements when incorporating localization data.

bioRxiv · Apr 1, 2026 · PreprintBioinformatics