Coronary artery lumen segmentation by deep learning neural networks

• Main Author: Huang, Lu
• Other Authors: Lin Zhiping
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering
• Online Access: http://hdl.handle.net/10356/74763
• Institution: Nanyang Technological University

Medical images segmentation manually is always a challenging problem, especially for segmentation of tiny lumen in coronary artery. Detection and delineation are important but tedious steps to grade stenosis. Auto segmentation using deep learning has recently been successful applied to many applicat...