Author

Kelvin Chong

Agency for Science, Technology and Research

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Assay:spatial transcriptomics· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Ao CheniD· 1 shared Hang XuiD· 1 shared Hong Kai LeeiD· 1 shared Huazhu FuiD· 1 shared Jingjing Ling· 1 shared Jinmiao CheniD· 1 shared Kok Siong AngiD· 1 shared Ling ShaoiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Ao ChenORCID

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1 paper

Recent·Most cited

Unsupervised Spatial Embedded Deep Representation of Spatial Transcriptomics

Huazhu Fu, Hang Xu, Kelvin Chong, Mengwei Li, Kok Siong Ang, Hong Kai Lee, Jingjing Ling, Ao Chen, Ling Shao, Longqi Liu, Jinmiao Chen

SEDR couples a deep autoencoder over expression with a variational graph autoencoder over position, improving clustering in dorsolateral prefrontal cortex and splitting a visually uniform breast tumour region.

bioRxiv · Jun 15, 2021 · PreprintBioinformatics