Author

N. Rochman

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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Bioengineering· 1 Cell Biology· 1

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Assay:imaging· 2 Research Focus:clustering· 1 Organism:human· 1

Frequent Co-Authors

K. Yao· 2 shared S. Sun· 2 shared

Activity by Year

2019-2019 · peak 2/yr

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2 top collaborators · 1 mutual co-author link

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2 shared papersCell Biology

K. Yao

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2 papers

Recent·Most cited

CTRL: a label-free method for dynamic measurement of single-cell volume

K. Yao, N. Rochman, S. Sun

CTRL measures single-cell volume dynamically using label-free deep learning and fluorescence exclusion from DIC images, revealing reduced cell size fluctuations during the cell cycle.

bioRxiv · Oct 24, 2019Cell Biology

Cell Type Classification and Unsupervised MorphologicalPhenotype Identification from Low-Res Images with DeepLearning

K. Yao, N. Rochman, S. Sun

This paper develops a deep learning method for cell type classification and unsupervised morphological phenotype identification from low-resolution images.

bioRxiv · Jan 29, 2019 · PreprintBioengineering