Artificial intelligence to revolutionize microscopy

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blekenbleu
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Artificial intelligence to revolutionize microscopy

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https://www.science.org/content/article ... microscopy

A computational microscope called a DeepDOF can achieve DOF greater than 5x that of conventional microscopes while retaining its resolution, significantly reducing the time needed for image processing.
DeepDOF uses an optimized phase mask placed at the microscope aperture and a deep-learning-based algorithm that turns sensor data into high-resolution, large-DOF image.
https://www.pnas.org/doi/10.1073/pnas.2013571117

Use AI to automatically detect sample regions scientists may wish to investigate e.g. at higher resolution
https://www.zeiss.com/microscopy/en/res ... rials.html

""Present day tools ignore the fact that researchers may be experts in biology, or a similar discipline,
but have very limited expertise in microscopy or image analysis"
https://www.aivia-software.com/white-papers
https://www.leica-microsystems.com/scie ... -datasets/
Deep learning deconvolution
https://www.aivia-software.com/post/dee ... onvolution
Metaphot, Optiphot 1, 66; AO 10, 120, and EPIStar 2571
https://blekenbleu.github.io/microscope

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