Author

Siqi Guo

Chinese Academy of SciencesORCID 0009-0004-2318-6845Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1 Research Focus:host-pathogen & immune response· 1 Assay:imaging· 1

Frequent Co-Authors

J M Wang· 1 shared Jiajia ZhengiD· 1 shared Junhao ZhuiD· 1 shared Ning SheniD· 1 shared Tongtong ZhouiD· 1 shared Wenbin DuiD· 1 shared X Zhang· 1 shared Zhou Tong· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperMicrobiology

J M Wang

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1 paper

Recent·Most cited

MicrobiologybioRxivPreprintJun 22, 2026

Label-free Pathogen Identification with Microscopy Imaging and Deep Learning

X Zhang, Tongtong Zhou, Siqi Guo…·J M Wang

This paper develops a label-free imaging and deep learning approach to rapidly identify pathogens, achieving high accuracy in clinical samples and reducing diagnosis time.

DOI 10.64898/2026.06.22.733661

bacteria (other)imaging

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