Author

Arlei Silva

Rice University;ORCID 0000-0003-1792-0076Unclaimed 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:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Luay NakhlehiD· 1 shared Shengbin YeiD· 1 shared Xiru Huang· 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 paperBioinformatics

Luay NakhlehORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 10, 2026

KLONE: An Imbalance-Robust k-NN Ensemble for Cross-Modal Single-Cell Clone Assignment

Xiru Huang, Shengbin Ye, Arlei Silva, Luay Nakhleh

KLONE assigns single-cell RNA-seq cells to DNA-seq identified clones using a k-NN ensemble, achieving high accuracy and minority clone recall in colorectal cancer data.

DOI 10.64898/2026.11.07.765116

humanscRNA-seq

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