Deep learning-based quantification of arbuscular mycorrhizal fungi in plant roots

Abstract excerpt

<h4>Summary</h4> Soil fungi establish mutualistic interactions with the roots of most vascular land plants. Arbuscular mycorrhizal (AM) fungi are among the most extensively characterised mycobionts to date. Current approaches to quantifying the extent of root colonisation and the abundance of hyphal structures in mutant roots rely on staining and human scoring involving simple, yet repetitive tasks prone to varia...

Topics

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• Agriculture
• Crops, Agricultural
• Imaging, Three-Dimensional
• Machine Learning
• Mycorrhizal Fungi and Plant Interactions
• Phenotype
• Plant Roots
• Software

Identifiers and source

Literature Corpus work

257cc120-d212-51cc-b03c-c16c8e99fb83

DOI

10.1101/2021.03.05.434067