Author

Peng Guo

Guiyang Medical UniversityORCID 0009-0008-8981-3310Unclaimed ORCID profile · follow to get notified of new preprints

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Peng Guo6 papers · Second Affiliated Hospital of Nantong University

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

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Jiahao YiiD· 1 shared Jiajia LiuiD· 1 shared Xiaobo ZhouiD· 1 shared Yuan‐Nong YeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Jiahao YiORCID

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1 paper

Recent·Most cited

BioinformaticsGenomics Proteomics & BioinformaticsPeer-reviewedJul 29, 2026

Deciphering Cell Cycle Dynamics and Cell States in Single-cell RNA-seq data with SPAE

Jiahao Yi, Jiajia Liu, Peng Guo…·Xiaobo Zhou

This paper introduces SPAE, a model for analyzing cell cycle dynamics and states in scRNA-seq data, showing improved accuracy and robustness in cell cycle characterization and cancer cell cycle transition prediction.

DOI 10.1093/gpbjnl/qzag074

scRNA-seqdeep learning

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