Author

Chuanxia Zheng

Nanyang Technological UniversityORCID 0000-0002-3584-9640Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Chwee Teck LimiD· 1 shared J. G. WaniD· 1 shared Javier G. FernandeziD· 1 shared Jyothsna VasudevaniD· 1 shared Tat‐Jen ChamiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Chwee Teck LimORCID

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1 paper

Recent·Most cited

Determination of nuclear position by the arrangement of actin filaments using deep generative networks

Jyothsna Vasudevan, Chuanxia Zheng, J. G. Wan, Tat‐Jen Cham, Chwee Teck Lim, Javier G. Fernandez

The paper uses deep generative networks to predict nuclear position from actin filament arrangements in cells, achieving over 70% accuracy in localization.

PLoS ONE · Jul 29, 2022Peer-reviewedBioinformatics