Fully automated segmentation of subcortical structures in CT head scans using deep learning

• Main Author: Lee, Augustine Xuan Wei
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; CT subcortical segmentation
• Online Access: https://hdl.handle.net/10356/183882
• Institution: Nanyang Technological University

Within the subcortex of the human brain, there are many subcortical anatomies that hold key roles in many fundamental physiological functions. These anatomies exhibit volumetric and morphological changes during the development of neurodegenerative disorders. Thus, it would be useful to perform subco...