Conditional generator and multi-sourcecorrelation guided brain tumor segmentation with missing MR modalities

Understand

Brain tumor is one of the most high-risk cancers which causes the 5-year survival rate of only about 36%.

• Accurate diagnosis of brain tumor is critical for the treatment planning.
• However, complete data are not always available in clinical scenarios.
• In this paper, we propose a novel brain tumor segmentation network to deal with the missing data issue.