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Learning the missing channel

delete2022-07-20
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PRE
AI
F
Florian Heigwer *
DOI:10.1038/s42256-022-00514-3delete
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Abstract

Abstract

En 中文
Microscopy-based drug screens with fluorescent markers can shed light on how drugs affect biological processes. Without adding markers and imaging channels, which is cumbersome and costly, a new generative deep-learning method extracts new fluorescence channels from images, potentially improving the drug-discovery pipeline.

Journal

Nature Machine Intelligence cover
Nature Machine Intelligence
IF:
23.9
Papers:
1.3K
Citations:
1.5W

Organization

H
Helmholtz Association
Scholars:
13.2W
Papers: 10.7W
Citations: 145