Dolzodmaa Davaasuren on Muck Rack

Dolzodmaa Davaasuren

As seen in: Cell Press
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Articles

Automated 3D segmentation of guard cells enables volumetric analysis of stomatal biomechanics

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By Yintong Chen, Dolzodmaa Davaasuren, Leila Jaafar, Rayna Marshall
| Cell Press Verified
Previous segmentation approaches for stomata used localization networks to first localize the region of interest before segmenting, which also helped deal with large images to fit them into the computer’s memory. We aimed to build an end-to-end, fully automated network without using any external networks to aid the segmentation pipeline. We collected 3D stacks of images with a 63× objective on a spinning disk confocal microscope.
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