Machine learning approach to cardiac CT structure extraction

• 主要作者: Wan, Zi Qing
• 其他作者: Lin Zhiping
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/149317
• 機構: 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...