Multicell migration tracking within angiogenic networks by deep learning-based segmentation and augmented Bayesian filtering

• Main Authors: Ong, Sharon Lee-Ling, Dauwels, Justin, Asada, H. Harry, Wang, Mengmeng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Backward Kalman Filters; Coarse Time-lapse Phase-contrast Images
• Online Access: https://hdl.handle.net/10356/87775; http://hdl.handle.net/10220/45505
• Institution: Nanyang Technological University

Cell migration is a key feature for living organisms. Image analysis tools are useful in studying cell migration in three-dimensional (3-D) in vitro environments. We consider angiogenic vessels formed in 3-D microfluidic devices (MFDs) and develop an image analysis system to extract cell behaviors f...