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Tsuyoshi Hosogane on Muck Rack

Tsuyoshi Hosogane

As seen in: Nature, BioRxiv
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Articles

Compressed sensing expands the multiplexity of imaging mass cytometry - Nature Communications

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By Tsuyoshi Hosogane, Nils Eling, Holger Moch
| Nature Verified
Abstract The multiplexity of current antibody-based imaging is limited by the number of reporters that can be detected simultaneously. Compressed sensing can be used to reconstruct high-dimensional information from low-dimensional measurements. Previously, compressed sensing using composite in situ imaging (CISI) of transcriptomic data leveraged gene co-regulation structure to recover spatial expression of 37 RNA species from images of 11 composite channels.
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Compressed sensing expands the multiplexity of imaging mass cytometry

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By Nils Eling, Holger Moch, Tsuyoshi Hosogane, Leonor Schubert Santana
| BioRxiv
Abstract The multiplexity of current antibody-based imaging is limited by the number of reporters that can be detected simultaneously. Compressed sensing can be used to recover high-dimensional information from low-dimensional measurements when the data has a structure that allows sparse representation.
Open in Who Shared Issue with article?
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