Synthesis of Brain Tumor MR Images for Learning Data Augmentation

Understand

Medical image analysis using deep neural networks has been actively studied.

• Deep neural networks are trained by learning data.
• For accurate training of deep neural networks, the learning data should be sufficient, of good quality, and should have a generalized property.
• However, in medical images, it is difficult to acquire sufficient patient data because of the difficulty of patient recruitment, the burden of annotation of lesions by experts, and the invasion of patients' privacy.