Synthesising missing modalities for multimodal MRI segmentation

• 主要作者: Rajasekara Pandian Akshaya Muthu
• 其他作者: Jagath C Rajapakse
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/148195

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...