Author

A. M. Reichmuth

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Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Organism:C. elegans· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

A. Bonnin· 1 shared C. Forro· 1 shared F. Stauffer· 1 shared H. Han· 1 shared J. Voros· 1 shared M. F. M. Stampanoni· 1 shared S. Girardin· 1 shared S. J. Ihle· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioengineering

A. Bonnin

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1 paper

Recent·Most cited

UDCT: Unsupervised data to content transformation with histogram-matching cycle-consistent generative adversarial networks

S. J. Ihle, A. M. Reichmuth, S. Girardin, H. Han, F. Stauffer, A. Bonnin, M. F. M. Stampanoni, J. Voros, C. Forro

This paper introduces an unsupervised image segmentation method using cycleGAN-inspired techniques and benchmarks it against a supervised network on cell-counting tasks.

bioRxiv · Mar 1, 2019Bioengineering