Author

Mashiyat Mahjabin Prapty

Bangladesh University of Engineering and TechnologyORCID 0000-0001-5117-8157Unclaimed ORCID profile · follow to get notified of new preprints

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 Approach:machine learning (classical)· 1

Frequent Co-Authors

Mohammad Saifur RahmaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 21, 2026

Interpretable biomarker discovery from small-sample microarray datasets using XGBoost rank aggregation and SVM-RFECV

Mashiyat Mahjabin Prapty, Mohammad Saifur Rahman

The paper develops a workflow combining XGBoost rank aggregation and SVM-RFECV to identify compact, interpretable biomarker panels from small-sample microarray datasets.

DOI 10.64898/2026.08.13.744652

bulk RNA-seqmachine learning (classical)

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