Smart microscopes of the future

We dream of a future where light microscopes have new capabilities: language-guided image acquisition, automatic image analysis based on extensive prior training from biologist experts, and language-guided image analysis for custom analyses. Most capabilities have reached the proof-of-principle stag...

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Bibliographic Details
Published inNature methods Vol. 20; no. 7; pp. 962 - 964
Main Authors Carpenter, Anne E., Cimini, Beth A., Eliceiri, Kevin W.
Format Journal Article
LanguageEnglish
Published New York Nature Publishing Group US 01.07.2023
Nature Publishing Group
Subjects
631/114/1305
631/114/1564
Automation
Bioinformatics
Biological Microscopy
Biological Techniques
Biomedical and Life Sciences
Biomedical Engineering/Biotechnology
Comment
Deep learning
Image acquisition
Image analysis
Image processing
Language
Life Sciences
Microscopes
Microscopy
Proteomics
Software
Training
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Summary:We dream of a future where light microscopes have new capabilities: language-guided image acquisition, automatic image analysis based on extensive prior training from biologist experts, and language-guided image analysis for custom analyses. Most capabilities have reached the proof-of-principle stage, but implementation would be accelerated by efforts to gather appropriate training sets and make user-friendly interfaces.
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ISSN:1548-7091
1548-7105
DOI:10.1038/s41592-023-01912-0