Deep learning-based recognition and segmentation of intracranial aneurysms under small sample size

• Main Authors: Zhu, Guangyu, Luo, Xueqi, Yang, Tingting, Cai, Li, Yeo, Joon Hock, Yan, Ge, Yang, Jian
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Mechanical engineering; Intracranial Aneurysm; Convolutional Neural Network
• Online Access: https://hdl.handle.net/10356/169569
• Institution: Nanyang Technological University

The manual identification and segmentation of intracranial aneurysms (IAs) involved in the 3D reconstruction procedure are labor-intensive and prone to human errors. To meet the demands for routine clinical management and large cohort studies of IAs, fast and accurate patient-specific IA reconstruct...