Author

Saeid Parvandeh

Baylor College of MedicineORCID 0000-0003-0917-2784Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Brett Allen McKinneyiD· 1 shared Hung‐Wen YehiD· 1 shared Martin P. PaulusiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Brett Allen McKinneyORCID

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1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedJan 20, 2020

Consensus Features Nested Cross-Validation

Saeid Parvandeh, Hung‐Wen Yeh, Martin P. Paulus, Brett Allen McKinney

The paper introduces cnCV, a feature selection method combining nested cross-validation with differential privacy's feature stability, showing it is efficient and effective for classification with fewer false positives.

228 citationstop 1%

bulk RNA-seqstatistical model

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