Author

Jintao Guo

Xiamen UniversityORCID 0000-0003-1101-4443Unclaimed ORCID profile · follow to get notified of new preprints

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Jintao Guo3 papers · The University of Queensland

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Hongkun Fang· 1 shared Jing YangiD· 1 shared Jun ReniD· 1 shared Qiyuan LiiD· 1 shared Xiaodong Shi· 1 shared Xuejing Lyu· 1 shared Ying ZhouiD· 1 shared Yudi Hu· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Hongkun Fang

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1 paper

Recent·Most cited

BioinformaticseLifePeer-reviewedFeb 5, 2025

MGPfactXMBD: A Model-Based Factorization Method for scRNA Data Unveils Bifurcating Transcriptional Modules Underlying Cell Fate Determination

Jun Ren, Ying Zhou, Yudi Hu…·Qiyuan Li

MGPfactXMBD is a model-based manifold-learning framework for scRNA-seq data that identifies bifurcating transcriptional modules underlying cell fate determination, outperforming existing methods in trajectory inference and biological interpretation.

DOI 10.7554/elife.97424.3

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