3DMMS: robust 3D Membrane Morphological Segmentation of C. elegans embryo.

Jianfeng CaoMing-Kin WongZhongying ZhaoHong Yan

Published in: BMC bioinformatics (2019)

We have developed the 3DMMS based technique for embryonic shape reconstruction at the single-cell level. With cells accurately segmented, 3DMMS makes it possible to study cellular shapes and bridge morphological features and biological expression in embryo research.

Keyphrases

single cell
induced apoptosis
poor prognosis
cell cycle arrest
deep learning
convolutional neural network
high throughput
pregnant women
machine learning
long non coding rna