Author

Xing Lin

Tsinghua UniversityORCID 0000-0003-3170-7554Unclaimed ORCID profile · follow to get notified of new preprints

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Xing Lin1 paper · Université Libre de Bruxelles

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

Guoxun ZhangiD· 2 shared Hao XieiD· 2 shared Haoqian WangiD· 2 shared Hui QiaoiD· 2 shared Jiamin WuiD· 2 shared Qionghai DaiiD· 2 shared Xinyang LiiD· 2 shared Feng BaoiD· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 43 mutual co-author links

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2 shared papersNeuroscience

Guoxun ZhangORCID

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2 papers

Recent·Most cited

NeuroscienceNature MethodsPeer-reviewedAug 16, 2021

Reinforcing neuron extraction and spike inference in calcium imaging using deep self-supervised learning

Xinyang Li, Guoxun Zhang, Jiamin Wu…·Qionghai Dai

This paper introduces DeepCAD, a self-supervised learning method to enhance calcium imaging by reducing noise and improving SNR, leading to better neuron extraction and spike inference.

177 citationstop 1%

imagingdeep learning

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BioinformaticsLight Science & ApplicationsPeer-reviewedMar 1, 2021

Unsupervised content-preserving transformation for optical microscopy

Xinyang Li, Guoxun Zhang, Hui Qiao…·Qionghai Dai

This paper introduces an unsupervised image transformation method for optical microscopy that avoids data annotation and achieves high-fidelity image transformations across modalities.

130 citationstop 2%

imagingdeep learning

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