Author

Roy Tan

MGI

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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Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Hui CheniD· 1 shared Jiahui Hu· 1 shared Kane TohiD· 1 shared Liang Wu· 1 shared Miao XuiD· 1 shared Min JianiD· 1 shared Ming Ni· 1 shared Wenhao HaniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Hui ChenORCID

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1 paper

Recent·Most cited

Viral Infection Detector: Ensemble Learning for Predicting Viral Infection in Single-cell Transcriptomics of Virus-Induced Cancers

Wenhao Han, Jiahui Hu, Kane Toh, Ming Ni, Roy Tan, Liang Wu, Xin Jin, Min Jian, Miao Xu, Hui Chen

The paper develops VID, an ensemble machine learning model to predict virus-infected cells in scRNA-seq data, revealing biological differences between infected and uninfected cells in virus-induced cancers.

bioRxiv · Feb 27, 2025 · PreprintBioinformatics