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Nathalie Gaudreault

Allen Institute ·
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Area of research
Biophysics · Molecular Biology
Research interest
Research interests include Computer science, Biology, Computational biology, Artificial intelligence, Intracellular, and Induced pluripotent stem cell.
h-index
citations
375
works
6
NIH funding
primary concept
email

Recent publications

Interpretable representation learning for 3D multi-piece intracellular structures using point clouds
Nature Methods 2025cited by 5position: middledoi
Integrated intracellular organization and its variations in human iPS cells
Nature 2023cited by 137position: middledoi
Community-developed checklists for publishing images and image analyses
Nature Methods 2023cited by 73position: middledoi
A deep generative model of 3D single-cell organization
PLoS Computational Biology 2022cited by 44position: middledoi
Cell states beyond transcriptomics: Integrating structural organization and gene expression in hiPSC-derived cardiomyocytes
Cell Systems 2021cited by 60position: middledoi
Towards community-driven metadata standards for light microscopy: tiered specifications extending the OME model
Nature Methods 2021cited by 56position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Julie A. Theriot · Howard Hughes Medical Institute3 papers (2021–2025)Susanne M. Rafelski · Allen Institute for Cell Science2 papers (2021–2025)Matheus P. Viana · Allen Institute2 papers (2021–2025)Rory Donovan-Maiye · Carnegie Mellon University2 papers (2021–2022)Theo Knijnenburg · North Seattle College2 papers (2021–2022) · 2 papers (2021–2022)Alexander D. Corbett · University of Exeter1 papers (2021–2021) · 1 papers (2025–2025)Mary M. Maleckar · University of Oslo1 papers (2022–2022)Caterina Strambio‐De‐Castillia · University of Massachusetts Chan Medical School1 papers (2021–2021)Saurabh S. Mogre · Allen Institute for Cell Science1 papers (2025–2025)Maximiliaan Huisman · University of Massachusetts Chan Medical School1 papers (2021–2021)Rebecca J. Zaunbrecher · Seattle University1 papers (2021–2021)Kimberly R. Cordes Metzler · Gladstone Institutes1 papers (2021–2021)James J. Chambers · University of Massachusetts Amherst1 papers (2021–2021) · 1 papers (2021–2021)Glyn Nelson · Newcastle University1 papers (2021–2021) · 1 papers (2021–2021)Alex Laude · Newcastle University1 papers (2021–2021)Jianxu Chen · Xiamen University1 papers (2021–2021)
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