Synthesising missing modalities for multimodal MRI segmentation

• Main Author: Rajasekara Pandian Akshaya Muthu
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/148195
• Institution: Nanyang Technological University

Multiple MRI images modalities are extensively utilised in medical imaging tasks such as tumour segmentation as they account for information variability and image diversity. However, in practice, it is frequent that some modalities are missing in patients' data sources, and there is data imbala...