Detecting Lamellipodia in Epithelial Cell Clusters Using a Fully Convolutional Neural Network for Phase Contrast Microscopy Images

Detecting Lamellipodia in Epithelial Cell Clusters Using a Fully Convolutional Neural Network for Phase Contrast Microscopy Images

We present an approach for segmenting individual cells and lamellipodia in epithelial cell clusters using fully convolutional neural networks. The method will set the basis for measuring cell cluster dynamics and expansion to improve the investigation of collective cell migration phenomena. The full...

Full description

Bibliographic Details
Main Authors: Grützmacher Simon, Kemkemer Ralf, Thies Christian, Curio Cristóbal
Format: Article
Language:English
Published: De Gruyter 2018-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
lamellipodia
convolutional neural network
supervised learning
segmentation
Online Access:https://doi.org/10.1515/cdbme-2018-0107

Internet

https://doi.org/10.1515/cdbme-2018-0107

Similar Items