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Global voxel transformer networks for augmented microscopy

Global voxel transformer networks for augmented microscopy

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2622642103

Global voxel transformer networks for augmented microscopy

About this item

Full title

Global voxel transformer networks for augmented microscopy

Publisher

London: Nature Publishing Group UK

Journal title

Nature machine intelligence, 2021-02, Vol.3 (2), p.161-171

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Advances in deep learning have led to remarkable success in augmented microscopy, enabling us to obtain high-quality microscope images without using expensive microscopy hardware and sample preparation techniques. Current deep learning models for augmented microscopy are mostly U-Net-based neural networks, thus sharing certain drawbacks that limit...

Alternative Titles

Full title

Global voxel transformer networks for augmented microscopy

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2622642103

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2622642103

Other Identifiers

ISSN

2522-5839

E-ISSN

2522-5839

DOI

10.1038/s42256-020-00283-x

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