Author

Xuekai Hou

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 Research Focus:imputation· 1

Frequent Co-Authors

Chad Michael HobsoniD· 1 shared Hari ShroffiD· 1 shared Huafeng LiuiD· 1 shared Min Yi GuoiD· 1 shared Yue LiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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1 shared paperBioengineering

Chad Michael HobsonORCID

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1 paper

Recent·Most cited

HD2Net: A Deep Learning Framework for Simultaneous Denoising and Deaberration in Fluorescence Microscopy

Xuekai Hou, Yue Li, Chad Michael Hobson, Hari Shroff, Min Yi Guo, Huafeng Liu

HD2Net improves fluorescence microscopy image quality by simultaneously denoising and correcting aberrations without additional hardware, outperforming existing methods in resolution and contrast.

Optics Express · Jun 5, 2025Peer-reviewedBioengineering