Author

Pengcheng Xu

Zhejiang University

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Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:fluorescence / live-cell microscopy· 1

Frequent Co-Authors

Hengjia RaniD· 1 shared Huafeng LiuiD· 1 shared Jun ZhuiD· 1 shared Junyu LiuiD· 1 shared Min Yi GuoiD· 1 shared Mingzhe WeiiD· 1 shared Renwei Dong· 1 shared Wentao ZhuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Hengjia RanORCID

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1 paper

Recent·Most cited

Self-supervised Internal Learning Enhances Isotropic Resolution for Three-dimensional Fluorescence Microscopy

Mingzhe Wei, Pengcheng Xu, Junyu Liu, Xuesong Li, Xuhui Feng, Jun Zhu, Renwei Dong, Hengjia Ran, Wentao Zhu, Yubing Han, Yue Li, Min Yi Guo, Huafeng Liu

This paper introduces DeepIso, a self-supervised framework that enhances isotropic resolution in 3D fluorescence microscopy by restoring axial frequency content without requiring explicit PSF models or system calibration.

Laser & Photonics Review · Sep 24, 2026Peer-reviewedBioengineering