A benchmark study of convolutional neural networks in fully automatic segmentation of aortic root

• Main Authors: Yang, Tingting, Zhu, Guangyu, Cai, Li, Yeo, Joon Hock, Mao, Yu, Yang, Jian
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Mechanical engineering; Convolution; Aortic Root
• Online Access: https://hdl.handle.net/10356/171461
• Institution: Nanyang Technological University

Recent clinical studies have suggested that introducing 3D patient-specific aortic root models into the pre-operative assessment procedure of transcatheter aortic valve replacement (TAVR) would reduce the incident rate of peri-operative complications. Tradition manual segmentation is labor-intensive...