Deep learning powered biophysical image-based flow cytometer

• Main Author: Liaw, Xuan Rong
• Other Authors: Hou Han Wei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Mechanical engineering
• Online Access: https://hdl.handle.net/10356/157650
• Institution: Nanyang Technological University

Mechanical properties of single cells are widely associated to their biological activities and dysfunction which can be exploited for clinical diagnosis. While microfluidic deformability cytometers are emerging tools for high throughput single cell measurements, image analysis is often laborious whi...