Author

Rosa Machado

University of Colorado Colorado Springs

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Guy M. HageniD· 1 shared Jonathan VenturaiD· 1 shared Justin Bendesky· 1 shared Tanmay Kumar· 1 shared Tram-Anh Nguyen· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Guy M. HagenORCID

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1 paper

Recent·Most cited

Fluorescence Microscopy Datasets for Training Deep Neural Networks

Guy M. Hagen, Justin Bendesky, Rosa Machado, Tram-Anh Nguyen, Tanmay Kumar, Jonathan Ventura

The paper provides high-quality fluorescence microscopy datasets for training deep neural networks to improve image quality and reduce photobleaching and phototoxicity.

GigaScience · May 1, 2021Peer-reviewedBioinformatics