Segmentation of human aorta using 3D nnU-net-oriented deep learning

• Main Authors: Li, Feng, Sun, Lianzhong, Lam, Kwok-Yan, Zhang, Songbo, Sun, Zhongming, Peng, Bao, Xu, Hongzeng, Zhang, Libo
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Computerized Tomography; Deep Learning
• Online Access: https://hdl.handle.net/10356/168433
• Institution: Nanyang Technological University

Computed tomography angiography (CTA) has become the main imaging technique for cardiovascular diseases. Before performing the transcatheter aortic valve intervention operation, segmenting images of the aortic sinus and nearby cardiovascular tissue from enhanced images of the human heart is essentia...