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
• 其他作者: School of Mechanical and Aerospace Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Mechanical engineering; Intracranial Aneurysm; Convolutional Neural Network
• 在線閱讀: https://hdl.handle.net/10356/169569
• 機構: 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...