Author

N. Gaudreault

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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Cell Biology· 3

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 3 Approach:deep learning· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:clustering· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

C. Yan· 3 shared J. Brown· 2 shared M. C. Hendershott· 2 shared R. Donovan-Maiye· 2 shared R. N. Gunawardane· 2 shared S. M. Rafelski· 2 shared A. B. Rosenberg· 1 shared A. Borensztejn· 1 shared

Activity by Year

2020-2021 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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3 shared papersCell Biology

C. Yan

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Author profile →

3 papers

Recent·Most cited

Cell BiologybioRxivJun 9, 2021

A deep generative model of 3D single-cell organization

R. Donovan-Maiye, J. Brown, C. Chan…·G. Johnson

The paper introduces a deep generative model to integrate 3D single-cell fluorescent image data of subcellular structures, enabling structure imputation and quantification of spatial variation.

DOI 10.1371/journal.pcbi.1009155

imagingdeep learning

𝕏 PostBluesky

Cell BiologybioRxivPreprintDec 18, 2020

Automated hiPSC culture and sample preparation for 3D live cell microscopy

M. E. Coston, B. W. Gregor, J. Arakaki…·N. Gaudreault

The paper describes an automated system for hiPSC culture and sample preparation to enable standardized 3D live cell imaging and analysis.

DOI 10.1101/2020.12.18.423371

humanimaging

𝕏 PostBluesky

Cell BiologybioRxivMay 26, 2020

Cell states beyond transcriptomics: integrating structural organization and gene expression in hiPSC-derived cardiomyocytes

K. A. Gerbin, T. Grancharova, R. Donovan-Maiye…·R. N. Gunawardane

The paper integrates gene expression and sarcomere organization in hiPSC-derived cardiomyocytes to predict subcellular states and reveal correlations between transcript abundance and structural patterns.

DOI 10.1016/j.cels.2021.05.001

humanscRNA-seq

𝕏 PostBluesky