Author

Tat‐Jen Cham

Nanyang Technological UniversityORCID 0000-0001-5264-2572Unclaimed 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

Chuanxia ZhengiD· 1 shared Chwee Teck LimiD· 1 shared J. G. WaniD· 1 shared Javier G. FernandeziD· 1 shared Jyothsna VasudevaniD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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1 shared paperBioinformatics

Chuanxia ZhengORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedJul 29, 2022

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

Jyothsna Vasudevan, Chuanxia Zheng, J. G. Wan…·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.

2 citations

imagingdeep learning

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