High-efficiency procedure to characterize, segment, and quantify complex multicellularity in raw micrographs in plants.

Xi ZhangZijian HuYayu GuoXiaoyi ShanXiaojuan LiJinxing Lin

Published in: Plant methods (2020)

This procedure can be used to determine the character and organization of multicellular plant tissues at high efficiency, including precise parameter identification and polygon-based segmentation of plant cells.

Keyphrases

high efficiency
induced apoptosis
minimally invasive
cell cycle arrest
deep learning
gene expression
convolutional neural network
cell wall
signaling pathway
endoplasmic reticulum stress
pi k akt
bioinformatics analysis
plant growth