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Automated 3D segmentation of guard cells enables volumetric analysis of stomatal biomechanics
Automating the three-dimensional (3D) segmentation of stomatal guard cells and other confocal microscopy data is extremely challenging due to hardware limitations, hard-to-localize regions, and limited optical resolution. We present a memory-efficient, attention-based, one-stage segmentation neural...
Autores principales: | Davaasuren, Dolzodmaa, Chen, Yintong, Jaafar, Leila, Marshall, Rayna, Dunham, Angelica L., Anderson, Charles T., Wang, James Z. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782259/ https://www.ncbi.nlm.nih.gov/pubmed/36569557 http://dx.doi.org/10.1016/j.patter.2022.100627 |
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