Author

Brian I. Rini

Vanderbilt University Medical CenterORCID 0000-0002-2212-080XUnclaimed ORCID profile · follow to get notified of new preprints

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Anupama ReddyiD· 1 shared Scott Mattox HaakeiD· 1 shared W. Jared BreweriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperCancer Biology

Anupama ReddyORCID

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1 paper

Recent·Most cited

Not All Predictors Of RCC Clusters Are The Same: An individual sample predictive model to classify patients with metastatic renal cell carcinoma

Anupama Reddy, W. Jared Brewer, Scott Mattox Haake, Brian I. Rini

The paper develops a machine learning model to predict treatment response in RCC patients using individual-sample RNAseq data, finding that standardization methods affect cluster predictions.

bioRxiv · Jun 29, 2026 · PreprintCancer Biology