Deep learning for segmentation of brain tumors from MRI scans

• المؤلف الرئيسي: Sanskriti Verma
• مؤلفون آخرون: Jagath C Rajapakse
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Engineering; Neural networks and deep learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175062

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...