Machine learning approach to cardiac CT structure extraction

• Main Author: Wan, Zi Qing
• Other Authors: Lin Zhiping
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/149317
• Institution: Nanyang Technological University

Coronary artery centerline extraction is an important and challenging prerequisite for coronary artery stenosis and atherosclerosis evaluation. Deep learning has recently been demonstrated to be able to process medical images effectively. However, for coronary artery centerlines, it is still challen...