Deep learning for segmentation of brain tumors from MRI scans

• Main Author: Sanskriti Verma
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering; Neural networks and deep learning
• Online Access: https://hdl.handle.net/10356/175062
• Institution: Nanyang Technological University

Accurate segmentation of brain tumors from MRI scans is crucial for effective treatment planning. However, manual segmentation remains time-consuming and subjective. Deep learning offers the potential to automate this process, improving diagnostic accuracy and efficiency. This study compares c...