Machine learning approach to cardiac CT structure extraction

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...

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